{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Working with `Community`s"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "the `Community` object is geosnap's central data structure. A `Community` is a dataset that stores information about a collection of neighborhoods over several time periods, including each neighborhood's physical, socioeconomic, and demographic attributes and its demarcated boundaries. Under the hood, each `Community` is simply a long-form geopandas geodataframe with some associated metadata. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you're working with built-in data, you instantiate a `Community` by choosing the constructor for your dataset and passing either a boundary (geodataframe) or a selection filter that defines the study area. The selection filter can be either a `GeoDataFrame` boundary or a set of [FIPS](https://www.policymap.com/2012/08/tips-on-fips-a-quick-guide-to-geographic-place-codes-part-iii/) codes. Boundary queries are often more convenient but they are  more expensive to compute and will take longer to construct."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When constructing `Community`s from fips codes, the constructor has arguments for state, county, msa, or list of any arbitrary fips codes. If more than one of these arguments is passed, geosnap will use the union. This means that each level of the hierarchy is available for convenience but you are free to mix and match msas, states, counties, and even single tracts to create your study region of choice"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you're working with your own data, you instantiate a `Community` by passing a list of geodataframes (or a single long-form)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from geosnap import Community"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create a `Community` from built-in census data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The quickest and easiest method for getting started is to instantiate a Community using the built-in census data. To do so, you use the `Community.from_census` constructor:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this will create a new community using data from Washington DC (which is fips code 11)\n",
    "dc = Community.from_census(state_fips='11')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that when using `Community.from_census`, the resulting community has *unharmonized* tract boundaries, meaning that the tracts are different for each decade"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To access the underlying data from a `Community`, simply call its `gdf` attribute which returns a geodataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geoid</th>\n",
       "      <th>n_mexican_pop</th>\n",
       "      <th>n_cuban_pop</th>\n",
       "      <th>n_puerto_rican_pop</th>\n",
       "      <th>n_total_housing_units</th>\n",
       "      <th>n_vacant_housing_units</th>\n",
       "      <th>n_occupied_housing_units</th>\n",
       "      <th>n_owner_occupied_housing_units</th>\n",
       "      <th>n_renter_occupied_housing_units</th>\n",
       "      <th>n_white_persons</th>\n",
       "      <th>...</th>\n",
       "      <th>p_irish_born_pop</th>\n",
       "      <th>p_italian_born_pop</th>\n",
       "      <th>p_poverty_rate_children</th>\n",
       "      <th>p_poverty_rate_hispanic</th>\n",
       "      <th>p_russian_born_pop</th>\n",
       "      <th>p_scandanavian_born_pop</th>\n",
       "      <th>p_scandanavian_pop</th>\n",
       "      <th>n_total_pop_sample</th>\n",
       "      <th>p_female_labor_force</th>\n",
       "      <th>p_black_persons</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>11001001600</td>\n",
       "      <td>4409.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1667.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>1624.0</td>\n",
       "      <td>1458.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>114423.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>11001001500</td>\n",
       "      <td>5430.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>2309.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>2231.0</td>\n",
       "      <td>1898.0</td>\n",
       "      <td>333.0</td>\n",
       "      <td>4694102.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11001001701</td>\n",
       "      <td>2868.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1287.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1237.0</td>\n",
       "      <td>619.0</td>\n",
       "      <td>618.0</td>\n",
       "      <td>31727.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>11001001801</td>\n",
       "      <td>694.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>35813.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>11001001702</td>\n",
       "      <td>2516.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>1086.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>1043.0</td>\n",
       "      <td>712.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>48917.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 195 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         geoid  n_mexican_pop  n_cuban_pop  n_puerto_rican_pop  \\\n",
       "0  11001001600         4409.0          2.0                 7.0   \n",
       "1  11001001500         5430.0         11.0                15.0   \n",
       "2  11001001701         2868.0          5.0                22.0   \n",
       "3  11001001801          694.0          5.0                28.0   \n",
       "4  11001001702         2516.0          6.0                12.0   \n",
       "\n",
       "   n_total_housing_units  n_vacant_housing_units  n_occupied_housing_units  \\\n",
       "0                 1667.0                    43.0                    1624.0   \n",
       "1                 2309.0                    78.0                    2231.0   \n",
       "2                 1287.0                    50.0                    1237.0   \n",
       "3                   10.0                     1.0                       9.0   \n",
       "4                 1086.0                    43.0                    1043.0   \n",
       "\n",
       "   n_owner_occupied_housing_units  n_renter_occupied_housing_units  \\\n",
       "0                          1458.0                            166.0   \n",
       "1                          1898.0                            333.0   \n",
       "2                           619.0                            618.0   \n",
       "3                             0.0                              9.0   \n",
       "4                           712.0                            331.0   \n",
       "\n",
       "   n_white_persons  ...  p_irish_born_pop  p_italian_born_pop  \\\n",
       "0         114423.0  ...               NaN                 NaN   \n",
       "1        4694102.0  ...               NaN                 NaN   \n",
       "2          31727.0  ...               NaN                 NaN   \n",
       "3          35813.0  ...               NaN                 NaN   \n",
       "4          48917.0  ...               NaN                 NaN   \n",
       "\n",
       "   p_poverty_rate_children  p_poverty_rate_hispanic  p_russian_born_pop  \\\n",
       "0                      NaN                      NaN                 NaN   \n",
       "1                      NaN                      NaN                 NaN   \n",
       "2                      NaN                      NaN                 NaN   \n",
       "3                      NaN                      NaN                 NaN   \n",
       "4                      NaN                      NaN                 NaN   \n",
       "\n",
       "   p_scandanavian_born_pop  p_scandanavian_pop  n_total_pop_sample  \\\n",
       "0                      NaN                 NaN                 NaN   \n",
       "1                      NaN                 NaN                 NaN   \n",
       "2                      NaN                 NaN                 NaN   \n",
       "3                      NaN                 NaN                 NaN   \n",
       "4                      NaN                 NaN                 NaN   \n",
       "\n",
       "   p_female_labor_force  p_black_persons  \n",
       "0                   NaN              NaN  \n",
       "1                   NaN              NaN  \n",
       "2                   NaN              NaN  \n",
       "3                   NaN              NaN  \n",
       "4                   NaN              NaN  \n",
       "\n",
       "[5 rows x 195 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dc.gdf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a little helper function for plotting a time-series\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def plot(community, column):\n",
    "    fig, axs = plt.subplots(1,3, figsize=(15,5))\n",
    "    axs=axs.flatten()\n",
    "\n",
    "    community.gdf[community.gdf.year==1990].dropna(subset=[column]).plot(column=column, scheme='quantiles', cmap='Blues', k=6, ax=axs[0])\n",
    "    axs[0].axis('off')\n",
    "    axs[0].set_title('1990')\n",
    "\n",
    "    community.gdf[community.gdf.year==2000].dropna(subset=[column]).plot(column=column, scheme='quantiles', cmap='Blues', k=6, ax=axs[1])\n",
    "    axs[1].axis('off')\n",
    "    axs[1].set_title('2000')\n",
    "\n",
    "    community.gdf[community.gdf.year==2010].dropna(subset=[column]).plot(column=column, scheme='quantiles', cmap='Blues', k=6, ax=axs[2])\n",
    "    axs[2].axis('off')\n",
    "    axs[2].set_title('2010')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 268,
       "width": 851
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(dc, 'p_nonhisp_white_persons')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create a `Community` from Longitudinal Employment-Household Dynamics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also create a `Community` from block-level LEHD census data. Unlike the decennial census, LEHD data are annual and contain information about the \"workplace area characteristics\" (\"wac\") and \"residence area characteristics\" (\"rac\") of employees. \"wac\" datasets contain information about where employees work, while \"rac\" datasets contiain information about where they live. Apart from information about the race, skill level, and income of emmployees in eaech census block, LEHD data also count the number of workers in each NAICS 2-digit industry category.\n",
    "\n",
    "If you use the `Community.from_lodes` constructor, you can collect data from 2000 to 2015"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "delaware = Community.from_lodes(state_fips='10', years=[2014, 2015])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geoid</th>\n",
       "      <th>year</th>\n",
       "      <th>CFA01</th>\n",
       "      <th>CFA02</th>\n",
       "      <th>CFA03</th>\n",
       "      <th>CFA04</th>\n",
       "      <th>CFA05</th>\n",
       "      <th>CFS01</th>\n",
       "      <th>CFS02</th>\n",
       "      <th>CFS03</th>\n",
       "      <th>...</th>\n",
       "      <th>naics_55</th>\n",
       "      <th>naics_56</th>\n",
       "      <th>naics_61</th>\n",
       "      <th>naics_62</th>\n",
       "      <th>naics_71</th>\n",
       "      <th>naics_72</th>\n",
       "      <th>naics_81</th>\n",
       "      <th>naics_90</th>\n",
       "      <th>population</th>\n",
       "      <th>total_employees</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>100010401001045</td>\n",
       "      <td>2014</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>100010402031011</td>\n",
       "      <td>2014</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>100010402012012</td>\n",
       "      <td>2014</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>44</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>100010402021006</td>\n",
       "      <td>2014</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>100010402012036</td>\n",
       "      <td>2014</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 57 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             geoid  year  CFA01  CFA02  CFA03  CFA04  CFA05  CFS01  CFS02  \\\n",
       "0  100010401001045  2014      0      0      0      0      0      0      0   \n",
       "1  100010402031011  2014      0      0      0      0      0      0      0   \n",
       "2  100010402012012  2014      0      0      0      0      0      0      0   \n",
       "3  100010402021006  2014      0      0      0      0      0      0      0   \n",
       "4  100010402012036  2014      0      0      0      0      0      0      0   \n",
       "\n",
       "   CFS03  ...  naics_55  naics_56  naics_61  naics_62  naics_71  naics_72  \\\n",
       "0      0  ...         0         0         0         0         0         0   \n",
       "1      0  ...         0         0         0         0         0        10   \n",
       "2      0  ...         0         1         0        44         0         0   \n",
       "3      0  ...         0         0         0         0         0         0   \n",
       "4      0  ...         0         1         0         0         0         0   \n",
       "\n",
       "   naics_81  naics_90  population  total_employees  \n",
       "0         0         0         121                8  \n",
       "1        10         0           6               20  \n",
       "2         0         0           1               47  \n",
       "3         0         0           6                4  \n",
       "4         0         0           9                1  \n",
       "\n",
       "[5 rows x 57 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "delaware.gdf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x12f572160>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 248,
       "width": 159
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "delaware.gdf[delaware.gdf.year==2015].plot(column='total_employees', scheme='quantiles', k=9)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create a `Community` from a longitudinal database"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To instantiate a `Community` from a longitudinal database, you must first register the database with geosnap using either `store_ltdb` or `store_ncdb`. Once the data are available in datasets, you can call `Community.from_ltdb` and `Community.from_ncdb`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### LTDB using fips codes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I don't know the Riverside MSA fips code by heart, so I'll slice through the `msas` dataframe in the data store to find it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from geosnap import datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geoid</th>\n",
       "      <th>name</th>\n",
       "      <th>type</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>725</th>\n",
       "      <td>40140</td>\n",
       "      <td>Riverside-San Bernardino-Ontario, CA</td>\n",
       "      <td>Metro Area</td>\n",
       "      <td>POLYGON ((-117.673749 33.870831, -117.673941 3...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     geoid                                  name        type  \\\n",
       "725  40140  Riverside-San Bernardino-Ontario, CA  Metro Area   \n",
       "\n",
       "                                              geometry  \n",
       "725  POLYGON ((-117.673749 33.870831, -117.673941 3...  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datasets.msas()[datasets.msas().name.str.startswith('Riverside')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "riverside = Community.from_ltdb(msa_fips='40140')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 189,
       "width": 851
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(riverside, 'p_poverty_rate')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instead of passing a fips code, I could use the `boundary` argument to pass the riverside MSA as a geodataframe. This is more computationally expensive because it requires geometric operations, but is more flexible because it allows you to create communities that don't nest into fips hierarchies (like zip codes, census designated places, or non-US data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NCDB Using a boundary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# grab the boundary for Sacramento from libpysal's built-in examples\n",
    "\n",
    "import geopandas as gpd\n",
    "from libpysal.examples import load_example\n",
    "sac = load_example(\"Sacramento1\")\n",
    "sac = gpd.read_file(sac.get_path(\"sacramentot2.shp\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "sacramento = Community.from_ncdb(boundary=sac)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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9wF9wa9yU+kiPkzI9P4obQNiQ8v5MjpsAngIenOpOJH0F+PGp7oSIiMhMlBY7+YHfBn6J8cdOCeA5oAZYxiyJnYpKQnuBHVPdj6TfBz4+1Z0oBCWmRETyaHdLqw94BPcB/qHdLa1dQAnQAWzNwy1WJB8v4IKKFUAwD9edzi4xfRJTKoErIiKSR03NkWLgrcB64LHkoMpVoJL8fP7fm/z5FDAPaOTmSqiZaqSZu4Wm2ElERCSPmpojlcBbcImUbU3NkTrgEG4Sztw83OJBXCyxH1gCLMrDNae1K6fbqqa6DylmTeykxJSISB7sbmndCLwL+BVgTgFuuT758zlgYwHuN5Wm0+CRPjdFREQmKLka6g3AO4GduNXkqZZOwm2HVxDtA7ZPwvWnk8TopxTMdIrjRERE7khNzZEQLhn1HuBHubUUMLgJ0vnk4+YKohZgW56vP634i4JDU92HFLMmdtIAm4jIBOxuafWAjwG/Q+FnNRwDwgW+51SITtF9LTCEW7E1H/eZOWsCBBERkcnQ1BwJA38L/NQU3P5pps8q7Mk0VfFhHBc7XeHm7GrFTiIiIhPQ1BxZCHweeP0U3P5Jbq4+n7FuXLpSP0W3HgIGjTHd1tr5yfdmTeykxJSIyBjtbmktBd4M/CSwGVgwRV25zPSpgTuZGqbgnmdxM5DqcAMrrdxMUImIiMgYNDVH5gJNuGTUOvJTZma86qbw3oUQ5ebK+kI6jCtlXYqLnY7gJvnMmsEVERGRfGlqjizBVeV5DLgLV+J4KizFfbbPWPFY7ORAV8/yQt+3rLZ6/6Yffsv9ns9XZq0taz/68sFXnnpmnk0kZk3spMSUiMgY7G5pvQf4e6bHjJHZUne2v0D36QMuABeB+0kZSFlbV35hMBoLtHb0P1+gvoiIiMwITc2RtwCfZWommqQrmuoOFIAP6KIwe5B2ADeAM6RNlnrzitqOU9f7wm0d/ecL0A8REZEZoak54gE/C/wVU18hJ8rt5ZZnHON5JYW7mblojBlYtuXeC4vuWfvQ8NtBv9f/Cz+2Y/AHdy+7/B9f/GpvwfozxZSYEhHJwe6WVj/wEeC3gPIp7g645MnDU92JAukq0H18wDkyrEKbX148tLAydN8D8cSMD8pERETyoak5Mgf4KPBrgJni7gA8C2ya6k4UgIebaFOomdWXyBA73dNQEdq+tHrNYDxxqkD9EBERuaM1NUeWAX+IWyU1HTzFLKjS43nefM/nG0rE45M+qccYYve8/Y39c+bXPZD6fjRuQ1sXzVn+wOI5VT+/bfl/THY/povZMtteRGTcdre0Gtxmj3/M9EhKnWSGL6VOU6hlzEXAQ8Bts1Oeb+9sAAaCfp8SUyIiIqNoao5UAi8BH2J6JKUiTI/V7oVSqJVhc4CMezJ8+8QVa4wpLvb7NOYgIiIyiqbmyAbgBaZPUmovsyApBWCtjRUiKQVgE3bBse8/lXHy9eELN14xxhRXlJVMh9i5IBQkioiMYHdLaxjYA2yZ6r4kncElx2ZLYuoGsLJA9zoOHCTDcvmrvUPLj1/ued5aW6iygiIiInekpubIAuA/mT57OR3C7bk0W777ngSWFOA+FngeuJbp4AsXujacuta7D4gXoC8iIiJ3rKbmyCbg34DClZQb2ZPMkqQUQF9n19MFutVQqLzswLpHtldnOvjtE1dWXe0dOsAsip1Uyk9EJIvdLa3/B3g7U1/XN1UrsyhAAE4Am/N90Xgica67N9oejSeGqsuLY55nFgOrRmpztrOvctXcUn1uioiIZNDUHAniSr6sZXrtR9DP9OrPZGsHJmMD7+NAN25luQesYIRVaLGEDZ7vGjBLq8OJSeiLiIjIHa+pOTIfOICbzBOY4u4MiwFzp7oThXT+2IlJuW64NHQoEPBHgyWh7nB9fdGCdavuDhQX3Z/t/BsDsXn90fgJYNbEThpgExFJs7ul9X7gfcB7provaS4CD07RvTuAnuRjJYWbdTyhFUrRWOLVz3/jOG/avLB94dzSlZ5n5g0MxY7+9Z4XFyasnfPBH1vf6nlmbS7XWj2vrMMYk3Fmi4iIyGzW1BxpAnYy/fZwOgQ8MOpZk+MCbmChF5fEKZSJlkB+FjdA1o6btFOOSzhuTb5ngIW5XGh9fXkJs2hwRUREJBdNzRE/brzpV8nxM7WAngK2T8WNjaENCxgS1tJYqPv2Xu8sm0j7xUvqn/zRH3+k4e8+/ZWu3t7+NUDw3k2r9j72M007LncPHX627cYmoCKXazWUF98FfGMi/bmTKDElIpK0u6W1DPgAbrPJ6bKEOtV1ClcWJwJEcQmoYtyASmrAtA9YACxNa9cO1AL5qs877sEVa23P//7qkfCN3qG6L37z5WUAVWVF7Z29QysTCesH+M+DZ/vfsa3xvOeZ+dmuUxLwXbm/seqlBRWhB3CzhUVERARoao7UAb8OfHiq+5JFTwHv9SQubjG41fZruPl9ewg3I3o5kB5znAEW57EfEyn/0gqsw+1R1YBLKp3l5sSoRcB+oIoRKgrUlRW1/si6+rPlxYGHgWMT6I+IiMiM0tQcWQF8HPjxqe7LFEvUlxc9WR7yB3ye8ZUV+curwoHVxhistQzFEtcOtna+3DMYXwHUpDY0htZ8Jq4CoeKB8batqCx7+pc/9NjDxhg+9qnHiUZjQzc6u9traufsAKgpDa6sKy86eLFrcDsj7Lt6V034yI+sq+/3PLMZlfITEZlddre0lgLNwE9MdV9GUI8bYMn3/lJx4AouqdSLG1S5j5E3zh6eQXMItw9UEFid7OMJ3L4Dq/PQt3GVUYzFE2cOHr109kbv0EOp71/vHmxIff3Cq9fu6+wZPP6+t6ysM8bctgrsoSXVe1fUlm4yxgyXT9SsXxEREaCpOdIAfIWpW5GUi5rRTxmXQVzs1IabyAMjl1oO4mKnBC5BNYhbibQEl5R6BhdDNWS7wBiMd8PsY0Af3DLQ43H7TO6HgBZgW6aL/NKDjfsbyovvN8YMX0exk4iICNDUHLkb+Br5nZCSbxNdeZ1Nr2e4UhEKtAFUhPxmTX1ZxtjJGENRwFe9/a7qB+MJO3DySu/+3sF4fGlNyfySoK824DONJy737n/1St8GYEKrnQBKKivGk5iypaWhQz+z811zjLkZegUC/mBN7ZzX4jmfZ4o3LqrYEWnt3He1ZyjjSrSPvmHFCyVB3/qUt2ZN7KTElIjMertbWn8FN9N3OgcHAC8yOUuqnwIeZnyrse7J8N4q3MbbR3EzauvH3zXW4koY5tQ3a6393H8cf6X9Su8Kcvzv2XapZ9W1zoH9W5bXhEqD/sGL3QNVfdF4xUA0XtlQESoxxqQmAmfNzBUREZFMmpojPuBTwM8A07nEbZzJWzH1Cm5l0YIxtvOATHsL3Ac8jZvsU4eLn8ZrGS7xNdIEo1RXGfuEom3xeOLF69d6+xIJmygrL673+byiQMCrqistWmqMSR1nUOwkIiKzWlNzpAr4C+BRpmd1nmHdTGz8JqtHVtfYgM9rhLGtdPJ5pnjlvNKH0t9fOa/0oaFYYt/5G4Nz4wm7kAnsDd+w+q7w6acP5Xx+SUnxC7/5+/9tcbg0lHWvzXQbF5bf961jV1txE5SCuBLJNhTwgmlJKZhFsZMSUyIyK+1uaQ0Aj+GWT79tiruTixNMXp1fOwnXTN10+2nc5pnjSfwFcIM/OSWmBqPxo+1XeteN5QbL6sraPvLmVWs9Y+akH7PWrsbttVCGK2c4awIEERGRVE3NkQrgp4D3A5unuDu5OMjk7c0Zm4RrDv+ZDuFWJK0FKsdxnQZcWcGHczz/OG4VVM6uX+t99vTpa2uAUPqxtz93rnhxbelTf/Cee5fUzympZxbN+hUREUnV1BxZiNtL6ldw5XCnu+cYeQX4eCViCdsX8OW3+s/dDeXb726AwVii4/jFnmfaOwceYBzbSgRLQvdWL2p48Vpb+925nL9py5rOcGkoPZk0Ir/P++x9iys+8rG3rBwCaGqOGIAHF1eBi91+AvgobkX9rImdlJgSkVlld0trCfCLwG8xeeVdJsNyXE3/MQ0c5OA8mVc95dNmoB+3L9V4kms5z3w5c7H72lgv7hmTNTGXXC21CVfisJ3JSeKJiIhMW03NkTm4/Tffh/uyfKe4G3geyHk2a45eZHJjpyCuTN5V3OSe8SQBxxKv5Fyyx1qLMQbPZwJkSEolb1zVeqXnwZ//m/1tez7y+v5Q0D9rBldEREQAmpojjcD/BN5Kls/LaWo5cIrb9xKfkMqQvyUU8OU6YWbMivzenA0Lync0VodOHTjdORRP2FVjvUZZTVXXtbb2nM7dtHXtWFfMA/iHk1IAT+zakhqrnQP+9HBb94vAN1BiSkRk5tnd0no3sAe38uVO4wG1uAGK/uR7RcAc3MBFFW5Vz0h7E0RxQcZ13MqfBK4MTSEGmUK4En/jsRFXGjB1FRbW2sGEpc0zLAX64wl77oXT1wfLyor2hkuLfJ2d/d5AfzTjTOmyUKD70J+9c9AYfAYa0krOZBLG7SVxYpy/g4iIyB2nqTnyBuBfgIqp7ss4lOEmluzn5ornMO53uYArw1fCyKuyh3B7L/Unn3u4CSuFUIPbw2o8NpO5nF+3Z7iScBuG3/B7pj3gM7GyYv/e8mK/r+16f+lQ3GZMuvX0DJ54+filBtyfxaizhGMJu+in/2rfC69bV3flM7u2jvPXEBERuXMkV8HswpXtK57i7oxHgzF8pyYcPOsZ8DxDXXlReSjgKz1xuff8td6hxdZSRvZSzhboL/Z7LxlDPFzkH5hbFixeXBXK9wTrjCpCgaXzK4r2ne0YGPPY0+J7757b+tyLmQ5dNZ7XZxOJhRhzKRQuOVNZW2XPdw6c7R2K+5bWlCzweaYxy2W/gpvYVfn4tsaLo/Vhw6Kybx5u6/4x3KToWUGJKRGZ0Xa3tHq4RNRv4kr3jXlZ7xS7gps90YUbQMk0azY10XYNuIzbvHpe8jm4ZeM1wMpJ6+noTuFK+o1HV+qLRMK2fe/lq6VDcXtX8q1SYFW4umzVimq392VlZejk8WOXBsgQEK5ZUHHO55mx7KUArhbyjTH3XERE5A6S3EPqPuD3uTPKHadrBTpwscNKMiee7kp53o7bU6EXF6dcBgywBhdDbJjEvo6me5ztQrjf47W4K+gzz//Qypp1Ps8Mz4Kek3y8psjvHTx6IfO2XF1dA1dwMWfOK9m7B6Lrv/bM2RdQYkpERGawpuaIH3gT8HHcxNo7is8zx/2e6amvKOpbXhveEvR7t01e3tJYeRe41dPdA7HTQ3HbH40nBsNBX2X3YPy6z+CbV160ASgxxtxX8F8i6WrP0LgSgp7fNwdjLNaa4fcq5tU+ufGH3/KwMa+9VQfU7TvZ8Vq7cJFv7/yK4sYslz3w+LbGAdy+6TnZsKhsz5g7fwdTYkpEZqzdLa2PAH/P2DemnipR4Ag3V0IFcLN6a8dwjWpunb0ynX73nEvFZHDL8veXL/W0D8XtAyM1CIeLlvt85kg8bm/bc2rrXbXXx9mPwDjbiYiITHtNzZFfAD6BW4l9J7jEzZXg9biZugsZ28ba6avNF+alZxNngWUTaH+ClMTU5sbKcp9nRoxjFlWFth690NMDt+8B0dM9MN59NhU7iYjIjNXUHPkz4Je4Q0r2+T1zZHNjZTCesNHyYn+DtTYe9HurUpIvIzLGUB4KLEl9L/31VBmKJbr6o4kt42lrjKlZsW3zvhP7I8PbTwzc+8433T/an8uJS73L51dkzYUdGU9fZhMlpkRkRtrd0uoHvsjI5VnyrRP3wTP8xT2ISwyNNsDRi9sDYS353wdhOngWt0n4RKbL3jJjuKMvmm3p+C1WraqrOHHi8rPRaHwjbvYzf/QT9+77yYeXjrcvGlwREZEZKbkfwl9ye/m3yXQWOMPN2KkYl4wZbR/QG8AhYAtuhfhMsx+XHJrIXlapiSRbVuxvHK2BMYYtjZVnnm274Uvdn+HYSxf39/UNjbcMj2InERGZkZqaI48AHy7kPX2eORYO+q5VhPyJ3sE4fdF4aCCaWIsrTzySKyvmhk8srS253zNmIpOGp6VnznTuvdYbncsEtqrou9H9WoUlz+dr93y+UScI9Q3FG46e7z6wur50gRGiNtUAACAASURBVGdM6sTwHcCT4+3LbKHElIjMVJUUNil1GVc2Jv1LexfQgtvL6QwueWVwexRU4UrJhDO0m0mGf99XuLV0zlgM76uFtba/ayCW04yc4lBg4foNDQsHB2MXensHL1y53NPzyIb5JcaY8Q66aXBFRERmqkYKm5Q6jlsZnh4DnQMO4hJUbbgJPB4unqgDliTb7ShYTwvP4BJL5xj/6vfX/lv6DCc8Y3Iq51xTGlz75jW1dPZFTw5E4z3HLvYM9vUNLcf9NxgPxU4iIjJTjXcf7XEJBbyDDy2vWhPwebdsS3CtZ+hYLGGjpUW+6is9Q+cu3Bgcqi0Nej7P+OaWBReWBH0NxphaxlaN547iMwa/Z/riCdtBWqniXHWev/jaZKdQRdlFcly5fuZ6//1nrvdTUxo84vdMdO38ssEP7Vi6bzx9mG2UmBKRGWd3S6sBPl2g28WAA7g9nDJ94S8HtiWfj7pR9AyVWmP5OK6szFhLBO3AlaRZEU/YroTFh1tF1Zn8GcIFWY2ZGhcV+euLivz1VVVhSosDE1lOfaftUSYiIjKqpuZIAPirAt3uOu4zfTmZV0Yt4GYyZrSVUzPVtpTnz+D2/BqrjcAAUOwZegai8SuDsUT3jf7Y1a6B2EBlyF9SHQ4uDAV9GVecVZYElkOAeeVF7P9B63j3ugLFTiIiMgM1NUfm4MofTzrPcHLt/LKO+RXFG3yeua1uXHVp8LVEVbjI39BYPdriqZnn3kUVOwAS1saPnu/ed7ZjYPtobdJt+pG32b2f/RIAxeWlQ7iS0d24iehx3KTy5WRZlXW1Z2gdwMWuwbbvHr9qnti1xY7nd5lNlJgSkRlld0urB/wD8J48XC6OK6WyEFia5ZwIM3u1U76twJXtGVNiylrL6at9J6/3RS9c7RlahJstnWmwai+jzKD+0jPnej+wrXEst0+lWb8iIjKjNDVHgrhJNvmYQNMJHMaVJ870OT2I2wD6/jzca7ZYgFuBP9bSNB4uLiqKJlj1vZevDc+UXgpuKRoQXVVX+oOlNSVZ9+00xrC6cc5zx1o7xrtCTbGTiIjMKE3NkVrcpNuyiV7LM5yqCgfPXu0ZeoAMkzkMtD+0vKq4tMi/eaL3mg08Y3zzyooqz3YMxBnjPueezytd8dCW/yqrrfaVz63ZgktEzcMlo4Z1AEdxsW42i4AfBf5lbL2ffZSYEpEZI5mUWgY8lofLPY378r4DiOK+2G/k5oaWB3FJlgfzcK/ZxMOVljnLGDYXf6G9e29758Dbcjh1B/AU8KDfM9GGiuL2wVgi8J6NDSfX1JWV+DzjlQT9Oe1PlYUGV0REZMZIJqXewvj3uLQk93AE9uFWj+/Ald/bj0tAxYEEbjLPRmDNBLo8G9UBx3B/zmMZAHsaeGSUcwLHL/ZsrQz5X64KB1cODsV7b/QOXU0kbPy7z547e7mjvxSgbyC6fJTrjHiPCbQVERGZVpqaIyXAzzH2KjDDhmOn2MI5xU+tqiu9N+Dzlg5E41f3v9rRNhRLbMRN5OleUh06tmJe6eZMq6Qku7nlRetX15UeOHaxZys349TRxIwxHQvWrXrdKOfNwSW8buBKS1/DTSC6AnwBOI2Le58dT99nG2OtVpWJyJ1pd0vrFtwAx93A23GzGSaSdNgLbMbN9q3n9g+wXtwHkB8l9ifqLO4D28MNWmX987zaM/RSpLVzCTeTgqM5snJuqfnE21cvMMZUTLyrt+gr9hPO8zVFREQmXVNzxABNuLK3m4DX4+KmiXyuPQ2sxn0hn5/heBc3N+NW7DQxL+Bm6cLo+2s9xRgmT5UV+VpC8bj/GwfaNpL/RNLBi595VCvkRETkjtPUHPGA9+GSEQ8CW3FjReONaYYeWl51PhTwqmJx2xcK+m7bF30wlugI+swca4l5nlHsNAGvXul9ajCWiF/tGfL1DMZHi4tGrb6TZh8u3vrdJ3ZtSYy7k7Oc/oKLyB1nd0trEfCPwKN5uNxTuAGZem5+CGUryKuERP4s5OaKqQNkKemTTErVkntSioeWVg1+8HXLFk9CUgo061dERO5ATc2R+cCXuXXvovEYwn1u1+L2jBwuK1Oa5fyxlp+T7FJLLZ4ie5npA9y6v+eIrLUcf/WavXix6x4mJ85R7CQiInecpubIPcBXuLWM23jcmF9RdKixuqQhXOSbG/B5jQABX+YYqcjvzQEwRmP2E7WsNvwgQDSe6P72sav9ZB9XGmtSKgZ8E/gT7SM1MfpLLiJ3jGSpvkZcYLBygpfbm7yOSvFNvYwDFr2DsfZIa+c8xrgKbte2JSWeMZO1WXpgIIYp9qPgQ0REpr1kqb6lwComHjs9DSwGxryZtORdtklUL+BWw+WcDLKW2MWLXRtwpZYnw237ZYiIiExXTc2RMG6s6B6yTwLJRd/WxsozZcX++UG/N959GiUPEpYo2SdR7WdsSSmAM0/s2vLJifVKQIkpEbmzfAW3geBEPIub7XsPrh6sTL3e1BcdfdET3QOxzpfOd5fhBklOAedwZf+KcYMty8gSWHhmbBtcjoMft++YiIjItNXUHPHhEhUTTUjtx3323Ye+P04XJ3F7TwHQcb3v+Vg8ET13tqPB5/M6i4r9V2trSi+HSgIBn88Lep5X5POZVcaY2xJWyRnZOa9MHwetmBIRkTtCU3NkLvAKE1vxHa8vL9pfUxosqS4Nbh79dJlsQZ+p8nvmSCxh1w2/d+7I8YOxoWi87dCRNb5A4ErZ3Or2+pXLb4Qry4O+QCDgCwTC/mBgdZZLajwoT/TFQkSmtd0trQZ4GPhrbi1hMlbtwHncLFIvD12T/Lkb6AdCvYOx9gOnOsIWVqQcr+H2mUrPA4twAUHf8PHlNeGTxQHfCiZXAAUiIiIyTTU1R4qAdwMfZ2IzfV8C4sBD+eiX5NVrq8lv3Og/curU1eVAGUAiEScajdf2dA/eMpiyYGHlvrlzy9ZaS68x+IwxDQCXLnX/AHhgEvuqxJSIiExrTc2RCuBXgJ1MICkVCngHNy6qqK0IBbRCahoxxtBYHeo8eaUPgDPPH3nq1YPPPUByX/nYUJTB0321V0+fvaXdph9+y5Pl82rXJOKJG57PqzTGVCUP/UMh+z+TKTElItNWMin1c8BnJ3ipo7j9oTRbZXqac7Fr8BtnrvWFr/VGN5DbSrZ7U54fwSWnSu5bVHmRideAHo0GWEREZFpqao4Y4FPAByd4qQO4z9PJKo0rE7P68qXub1671lva1ze0mRzK8J0727n93NlOgOr5DRX76+rK5xhjSm7c6J/syTaKm0REZNpKrjD/F+ANE7lOTWlw76ZFFVt9ninOT88kn5bUlNzz7a/v//aFk63lA909ryWlRvLsv33z4eTT6o3vesuTFXW1m4wxJcDBSe3sLKLElIhMS7tbWkO4hFLjBC91HfdlfaLXkUl06kpvaWd/7OHRz8xoJdD74dcvP/hA45zxXmMstFeCiIhMO03NkWXAM0DlBC91Ahc3KSk1jZ0/39kQj9u7x9P24oWu+zo7+loTCa4PDEQne88wxU0iIjItNTVH3gR8jQl+VpUEfQfuWVC+QUmp6Svg80pPP3/kfpIrzMfq0BPfua/uriU/WLXjgT96YteW7+e5e7OWylmJyLSzu6XVB/wpsIQcZjGMoAN4kclfQSMTtHxueCKDaAGg8u768mpjTCEmXGjmr4iITCvJEjT/i4knpc4CV0nZv0imp5qa0s7xtk0kbHFfX3TVwEB03ehnT5jiJhERmXaSE3o+xQSTUp7hxJr60nDQ7000BpNJtnjJ/EPjbZuIxULnj72yUkmp/NKKKRGZNg63dZt4wm4G/gh4ZAKXGuDm0lrV9r0DlBf76yfSPhz0dZUEfXPz1Z9RaOaviIhMC7tbWv3XeofeCPxPYM0ELnURt1KqCHgwH32TyRUOF5VC90QucQpYkKfujERxk4iITBtNzZES4IeBPwPGPQ7h98xLRQGv854F5fMqQoFxrWCWwmpYMNeeOX1+Ipd4Ll99EUcrpkRkOnmvzzMHF5aHQhO8jgesR0mpO8ahs10vjbfttqVVz33hpzZ6Ps8Uana3Zv6KiMh08YfV4eA3qsKBqxO8TgzYDmzNQ5+kANrark+kqsA+oIHCJI0UN4mIyHTyf4HPAe0TuYjfZ3q3L696sCIUWJafbslkiscTiR/sPzyRSVy/CLw7X/0RR4kpEZkWDrd1vwn4E4DFFSUPzQ0X7V1dU3YYuDxK01bgODCU8t7LwJzJ6KdMjrXzyxYbw5nxtD1xuWc+kMhzl0aiARYREZlyu1tafx54HGBrY+X26nBg38ZFFYdxSaZsLG5l1Mnk82GnJ62jMikWN1YZXNnq8ajGrY4rBMVNIiIy5ZqaI6apOfJJ4C24iRl34yZqPDVK06jPM8eMoS31zfryogFjJjJHRArJ5/O8R976wMvcOnY4Fpv6n/90NJ99EjDW2tHPEhGZBIfbuoNAHCgFjpBWTuRCz8DBVzt602fuXsYl1V/CBRLDCahB4ADuS/Z6oGTyei6TIWFtfN8r15/uG4rfP9a2X/ipjS+WFvkLtXz+3mI/465NLCIiMl67W1qLcTHPUtxEHF/q8efabuy92DWYvmL8HC4+OoZbETWckLiEm9xTjFZK3ZHi8UTvC4fb2xMJu2IczbuA8nz3KQv/xc88Gi/QvURERF7T1BwpfmLXloGm5kgT8PUMpxwkLQ4ybs9Nu7KutH1Jdeh+Y4yx1tLZHztxvnPg4pySQLi+omiTElN3nmtXO89/8mOfLcZSNcam5/qf//TCSenULKY9pkRkKtXhEkyGDImktht96f+POpo8dw2u3EyqIlS6747mGeMzt87evk2R3+v/h5/edMMzFF/vi57s7I8O7H/1mq844JtfqH6imb8iIjJ13gD8M+6z6JakVMLa+KWuwbvSzn8OWATUALVpx+YlH3KH8vm8sLV2tO/0x4Aq3Eq6y7iEVIDC7iUWwE1GExERKbQPNjVHfpvMk5evAJtSXveVBLwXd6yo3gIYY8yi4QPGGOaUBFbMKQmMZzKITBOlZSVzsLfG0OkW37vuqaWb770rEY93JBKJocsnT1/vudYxoc2pJDMlpkRkKp3FzdZdmn4glkj0RhP2tQDBQLt1iazqAvZPCmQwlrh+6krv0d6h+KaRzvN7Jjq8l1R1OHhfdTjIsprwcWBxQTrqKDElIiJTpQUIkeF73PXe6HELa4dfe4aXEpaNheycFM7AQLS9/VznSWtHnZgV42YCsiH5s2XyepZRABgo8D1FREQA9pLcNiKDl4GHhl8UB7zI61bWvK4QnZLCstZy9szFk1/+p/+8BGwb6Vx/UVHceKbW5/lrfUDD2pUAHylEP2cbJaZEZMpsWFRmD7d1Z5yp4Pe8cG1JcO/1/mjNksqSvoqiQP2pzp5zHQMxJaZmoO8ev2qBh0c7L+DzMtX0vQKsynunsivERuEiIiKZxMnyHa4y5G8sL/bvjyesb1ltSaA6HFjc8mrH9aG4HWupEpnmhgZjl44euTCfm4mmkWRaqVSW5y6NRrGTiIhMFW+EY0uBZ4EeoHQgmlhkrUUl+maew8+9/Nw/fu7rG4Hlo53r8/syVfL5XP57JSP94xQRmVSH27oDjFBCZkVV6cNLK0v66kqLN4cCvgWe8RIF7J4UyGAscR0Ij3be6nllx5vfu6E/w6E5Gd6bTFoxJSIiU2VBtgN+nxfetLhixdr5ZRUL5oTuKw74qj1jYoXsnBTGwGD0Kq689WgOAo0Z3u/Ka4dGp9hJRESmStbYCZiPK/G3ClfSr7QgPZKCO99+pS+X81btuH9fw9qVmfY9/4k8d0lQYkpEptZq3IbbGRljvHmlxZuHX9eXFnUX+bwLBemZFMzZjv7jwIhJRwN87G2ryv2elymoXIfbQ6NQNLgiIiJTZcSSt6GAb25NaXANuDhqaW3J8YDPFDoJIZPs8uWeq7gSfSO5BGwAKjMc2woUcq8ExU4iIjJVRoydcONSwxOmg69e6WtJWKt9EWeYQ88eHzUWqV684IX5q1dsN8ZkWun9W03NkazjlzI+SkyJyJQ43Na9Dvj6WNpUFge3L5sTPjFJXZIpsrw2/ODrV1b3NVQW7zVwLtM5oaCv2+eZ+SNcpgy4ODk9vI0GV0REpOB2t7S+DfibsbRprC7ZvnBO6MgkdUmmyPLltTvWrKk7V1FRvBfozHLaZbJPAAsA7bjSRYWg2ElERAquqTnyy8CHx9Ck8sTl3m1d/bFTk9UnmRq/87GdWz/wy48eXdRY/yQwlOmcyvp5N0a4RAPwyabmiGKaPFJiSkSmSiOjrJLJJJ7IVOpV7nTFAV/NhgXlO968trYeN8P3FpsWVo6WkLwLqAOuAvsnoYuptE+CiIgU1O6WVoMrRTPmTQ+i8YT2FZ6BQiXBxuV3zd1x9/r52VZOXR/lEptxJYvOAM/ntXO3U+wkIiIF1dQcCeHK/mfc13wkfs8U5b9HMtVWrGpc+6u//pMP//TPveNopuPVixpG+7vy34H+puZIpKk5si7/PZx99CVFRArucFv3duD3gcVjbVtTEnzw5eskUGJ9RvKM8fkMnXF7695jL57vyunvSjxhe3uHYoF4wv5X3NqBYr+vLOjz/MYN5NkMaU1L8liGy2XMgg7FEoniUn18iohIQf0wLnYa894Hq+vLKs92DOS/RzIt+P1eGdCH2yMjVXku7T3P9Pv93qAx5vueZ/o9S1W4yOe5DKixmNuyodaYm7GTGT5qMsdNAEvmKnASEZHCaWqOGOBngd8dT/vnzt44t/2u6kX57ZVMF5VzysK4ksi3xCed5y/GSqsyVUC+hS/oMwG/z/vb937hud6qksDTa+eX/dPj2xpfmqz+zmQKEEWkoA63ddfjBlY2j3ZuFrGgZ24MJWxNHrsl08gja2qXX7gx+Oy13qGe673RonjCBhqrQx3AG7O1sdZaoOtMR1/r909e2ZF6rDTgO7lhXkWdMSZfG5mW1pSW5elSIiIiI3vP559d8/Dyqj83xjSMp70Bn88zffGETU9cyAzgeV7RPfcu6L92tfdAb+/gYHf3YIkxJh4K+a/fuDFw7whNY0BfQ0Nl59x5Zbds8r2xoeKZR9fPvy+P3dSKKRERKZhTr159aMnS6r82xoxrQnM8Yf0JaxPeONvL9LZ4yfwVf/DJX+p46slDL50/dznWeqq9vKyitG/x0obeUTYXGwQGNzdWlleEAvck33sT8Lu7W1o/9fi2xt+a5K7POEpMiUih/TRuI+YrQO1YGxtjQpvq55x77mJnbDCeqMt772TKecb4GiqLNzVU3twWYX19xVMjtbFw/nORMw3AjvRjPdH4cgtnzThmmWehwRURESmYnsH47xw83dm/dUnloDFjLy3j88yy7curnn7y5PXVsYTN12ehTCM+nxdyyaWbE2deOXF570htAgHf8+s3NGwG7k8/dvRS96p3W2uNMWMuHZmFYicRESmYjo6+TwfbfQcaGiofGM9nWX80seXp1s59mxsrt3nGjLkUoEx/pWUlc970tge3pb733eNXn43Hsu84MrcseOC+xZU7yLwq/XX57eHsoMSUyDRUt3NPAHgn8JPA1y9+5tG/n+Iu5cXhtu4dwGNADXCYcSSmAHyeuevuueUHn7nQqcTULFER8kcn0r4/Gm8LB/0L89QdbXYpIjLNNDVHwsBP4eKn//HEri0jDsrfKZqaI+8FdnT0RetxewaNK3YKBX2b724o2/v82a7bJnDIzDQ0FB93vDIYS5QOxe3xIr9ZlafuKHYSEZlmmpojtcAHgO3AB57YteXMFHcpL+p27vk1YEXH9b6OhobK4dL9Y3atN7r97PX+g4urS7bmt4cyXUXjiYmUxrl7d0tr5ePbGjvz1qFZQIkpkWkkmZBaDPwc8NvJt99ct3PP64DfvviZR9unqm8TVbdzz8eWzSvb/Ps/fu+8usoQwA0gAZzELYetAepzvV7A80Yt/Cozx8EzHfcebr/R/u4NDZ5nzGt/TxLWnj91rfeVgWjcABlLHBX5vIt+n1ec6dg4adaviMg00dQcKcNtbP1p4B3Jt7c2NUe+CPzeE7u29E5Z5yaobueef6yoDFU3NlZX+P2ebyiWOBv0e+XxhD2VgFjAMwuMMXNyvV64yK/vfrPIihVzVwwOxU68fPzSElISQ55njlVWhi6XhINZV981lBef9ExexwoUO4mITBNNzZG5uM+F7wErkm/vbWqO/G/c5J6sewZOZ3U795QBX8XtRx4YGorXA5ettcWJhD1nrY35fN4qY0zOn0ldA7HByeqvTD/b76ouv9IzdPDo+e5bkpHFAe/pqpJAX11FccUIzQ+ieGfM9OVEZJqo27lnHfAPwD1ph0pw5e+uAh8qRF8Ot3WXbVhU1p2Pa9Xt3FMFPADsfPVSd/3P7X7y7BO/8wjGmO3JU4YDoTjuf+Q5zUbxDCsMxKz+PzYrDMUT5UPxRPn3Xrly6IeW10bjCdttwXb2D3XsffVq1tnfJX7fmXvrKhqMMflcXadZvyIiUyy5qfUPAf/I7RNbqoFfA14EPleI/uQ5dloIbAF+8kZnP8deuhC5e33Dlu++fG1j8pTVAJ5h6JHVtad8nlmay3XDQV/OE4DkzhcI+moCQV9NXV35/kuXuhZ6nukGmDOn5PrixuqssdOmBRVPv/vu+ePdCzZrd/J8PRERGaOm5kgAeA/QjBtnSrUY+BPgu8AzBeiLAcJP7NrSk4/r1e3cswpoAt6QfGsvsOO5Z8/OTb5eAxAI+K7evX5+yBgTzuW613uj+vyaRUqCvrrFVaG6850D+270R+s8Y4YAu7w2bBdVhUaqOvDJx7c1/k6h+jmTGLdfvIgUUt3OPSW4/W5uAB/EJZ7WjdLMAieAA8BLwNcufubRY/ns1+G27vnAe4GPA18GmjcsKjswkWvW7dzzGPCl1Pf+dteDrUvmljVmOP1pYNQvwrGEPfbSlS7TNRTLV3kRuYPUhoPfu9I79Ppcz68sDhxZV1s+2r+vsfjohkVln8jj9UREZBRNzZE5uJXWPuC3cAMri0ZpFsXFTE8Bx4F/eWLXlryuPj/c1r0St9L9w7gBnS9tWFQ2ofisbueeT+J+x2EDGzctLMq0R8L6hrK9C+aM+EUZgJ6B2FOHznXVdQ3EckpiycxhraWvL3o4HA5uyLXNm1bU7n/dspqH8tiNd21YVPbvebyeiIiMoqk5MlwGeD7wUeBduMk7I+nFTexpAY4AX3ti15Zree7XFtw42DuA38PFZ+cmcs26nXu+jktMDTsOZBwvWru2/gfFocADo11zXnnR3lXzwsvDRf6MlVlk5hqIxq96xgSDfi/TXlLZfPDxbY3/a9I6NUNppYFIgdXt3PN+4M9xMwdjuPIzuTDAyuQD4FN1O/d8B7fK6ALwzYufefTV8fbrcFt3FfDvwKbkWz8D7Djc1v3AhkVll8Z7XTIkmg6dvnYxS2JqDdBF5o0EAbDWXj9y5UagZyi+fAJ9kpu6gBdwfx+LgTAuaTr8KKR9uOBxeOAtfQCuFzh5pXdoTDWe54WL8hpIo1m/IiIF09Qc8XCDFr+N+8wKc/ss32wCwIbkA+BTTc2Rb+Em+QwCfzeRmbqH27obcHHYcFmP3wVef7it+6ENi8qy75w8grqdewy3x05FfX3RU+FwcFn6+Weu989vqCyOGWOyfq+LJ+zpA6c7Vg3FbdV4+iS3MtBeVuw/HY0ngrG4DcWtDScsZYzt72ZeNFaHnlxaU7KSDLGTAXqH4lcPneu6gqtekLN1deX5HidQ7CQiUiBNzZFS4C+B/wacB+aS+/hvGLg/+QC43tQc+Q7wJOA9sWvLuAfek6uktgI/SHn7L4G1uL2uxqVu554QcHf622QZW7pypccsXDTyMFzQ7z1378LyhzxjfOPtl9ziOHANV+ouxM3xpjIga2nhSXIIl6zNNu50psjvJchh0nyKHm79ey05UmJKpIDqdu55K/D5PF7yjckHwNG6nXv+F/AY8M8XP/Nocy4XONzWfS/wR7glz+kfCEuATx9u637vhkVl8bF2rm7nnnfjZsLc4tsvnI/9yNbGTE3CuCXXS3B7Tp0hWa5m2KXewSM9Q/HtGdrK2PUCrUC2GbEW9wHbm3wM4marDyUf8eRjeOmtSWkHrrbzaObgBit6ccHB3CznRXBlH9+Q5XhW1aHgwrG2GYUGV0RECufXgT9IPq+d4LWKgXcmHwBva2qOfA14N/CJJ3Zt+c/RLnC4rdvgPos+gSu3l+4B4PdT+jxWv8ftn3Xm2tWe9nC46rbEVM9gfP7l7qGWuWXB9UAiYen0eeaW815o7+oYitsl4+yPpDDQtm15VaK82J8xdkpYm4jFbXc0YXuisURfLGGjCWvj0bgdisYT0WjcxqLxRCIatzYaTxCLW2MMNuDzCPoMPp83YuxkgHnlRfOstYn+oXjPnHBwWXHAlzF2erG9a9/ZjoH7gVUZFttl5ffMYHVJQKX8RETuQMkJPX+Dq8oD7jv2RFQBP5580NQc2QicBnYAv/zEri0v5dCnAPBjuNjorgynvK+pObL3iV1bvpTh2Ijqdu7x4co2p6+ir8QlINK3yqCrq39+V1doX1lZ0QNYLmEwxpjUVVHxB5fOqVNSKm9ewO0Hnq3iUQzoxo0J9SVfx3DjTzHcmFOCW8edUp+PFuR4uO8QMdz41mpcQiyT/cBDY4mbkk4+vq3x6bE2EpXyEymIup17PNweCD9RoFta4C0XP/PotwAOt3WHgJ/C7VP1bVz94P8PN2Mh06BKuiO4GcG/t2FR2YVcOlC3c08A+BbwuvRj73/d8pbHHl62bYTmQ7hSPT7carB6a20M6DvQ3uGLW5tTPWAZ1T7gTkjyRXArBUfaaDKrReWh/YsqSvJZjubPNiwq+0geryciImmamiMlwPfJLU7Jhx5g4xO7trwCcLituwZX3vjlZD9e8YU2xAAAIABJREFUh9sL9BI3V2CN5EncgMhHNiwqy2nj7Lqde8qBo8CC9GMrV857ubSsaOXtrRyfoT9uCRX5vauvX1ldYYwJWGsHE5Yz//nSlRXZ2snY3DU33HLX3PBIMey0kExKbWWcs5B/fsuifUurw/mMEd+/YVHZF/N4PRERSdPUHLkL+AZw20SWSXIKuOeJXVu6k/dfBrwd9/39APCLwO8AAzn0KQH8B/D0E7u2/GGuHajbuWcxbrJtukFcSeesVWA8z/QmEjZcURF6YfldteuH24WLfM/uuKv6wVz7IKM6RtqE82lqP9knbefijY9va/xuvjozW2jFlMgkS66S+h+MvodUPhng7z/xr0e/8Pb7Fi3H/Vv/0eSxNtxy5kpyD1jWAeuav/Stgc99+fsNuFkMy4Ff7X/+0wfhtUTUvbiZKh8A1gPzMl3sC/91ctOBE1ee/LP3bd4aDPiCGU5Jfe8UUH+pd7DlQs/AopKAL9o9FCvEAEs/LpApB2IG2q1L6EnhBRlnUgqgrav/oQXloVbPmMY89UezfkVEJklTc8SHm0zzKbLEEZOkFPjK11+4/N2FlaG5wELcbGBwyaKVuHiqLsfrPQw8/BtffLrv8Jnry3AzMweBX7/4mUdfAajbuacStxp4A/B+XLyV8fPu5Zcvza+uCe9dvLhqR6ZZnHFLCGAwlqi51hvdV1Ma3H7oXNeReML6i/3e5YFYItuK5HzqwiVCipLP+8j9z+uOUFbsvyMmR3nu78i4S+N85YXzK3/jdcs7jDG5lhwfjWInEZFJkizdtwtXCae4gLdeCny1qTnSmny9lZvjXhlXK43AwyW13lq29dfKYkPRBlyMdBD4WP/zn74MULdzz3xcjPZ63BhXtnG2ItwqnKPJft0mkXATnm/c6F8fjcafCwR8ax5eXnXpWu+QZ621mfb2zDdr7RVjTC1AwtqLBsLGmGyree5UMyoWHMEf7m5p3f/4tsacJqSJo8SUyCSq27nnzcDXya2kWb41tHf0/RC315QfbaPwrP5/9t47Lq70vvf/PKdMLzD0KiQhgVBBqCBphaSt9q5lO+sS23EcO47vWrneda4T20mu45ubZv/ixInT9tob5xeXJLYT+9pObLltBXVUkZBAgBAMHYaB6TOnPfePBxCgAWbgUCTO+/XiJTRzznO+A8Oc7/Mtn++3fnj6TZjZev2KteaFrwHotZXv2CJmZP+3FJeytPUHtg8GYoOl2Y557aGUar6YVH9nLFJHWQfVskIAr8dqulvstBTe9odH8+0WTaOU+mMSDctqKTsEcaysw7cctIElEh8EdmOJ1SuN/WOeXbnuczaRT2vGwhwkS6YaGBgYGCyRidkDHwfwpVUyoTqcUMZxLyE1yfbFLBaX1HhTt/+3wLT0J9mT/9z3vgugD6xr+e1JT74fp380UlJSkhnleTLvHCNZ1eT24cjpgUBCz27hOeE50lroNg/nucyZLYPhUEmmlYg8EVoHw2ZZpZPBiAfed7KK3IVcp2nfatuRCtvyHY/0j8dvyBqdPXMjJQJxJe9Lpzp7fvNgWY/NxO9a+IwFMXwnAwMDg2Xg+EuNZgB/CeA3V8mEJwBcxP3zeNJJSk0RHBntUiT5U9Me2gvgEWvNC68AGHHVHHkv4fk9KS6XjeTdVPdBKA3uLnbddFqEvU6LsOwFyQlZvdI7Ho/EZc2U7za3+CMyF0ko1l1FrixCmMwcpTRBCFnp+Ut6U4/7/eq1yjYw/7xooQPn4BEAb7x4puvXnz9cdls/sx5ujMSUgYHOTGjcPgFWlfHHWFjvdNn4r0bv/o8+WREmhMzZvpwqkWg8kpDk2R1WDrAAEqKdLRFXTd0gISSlaogNuY6W0mzHvFIolFJfbzCmdgdjjy7K6HkgwN0ip7WPIyDeYKxW4Mgtl0kYL/c4dph47hgAbM92WS0CV0wIQYnLipCk3I4rWjjTIm65NhRoSqha0sqbB4QBsAqkB4X9WIKToGjUdWVw/JDbLLRszXJGzTy3dwm2bGjyhvjFzF0zMDAwMLif4y81OsGKD94K4GOracsv2kY2bMvTp1C1tW+8E0DVrIeLAfz2xPfdYN3ZKXWTZGXZe3me27TAYV03+kIORaO6+ygiT5rKsmzhqKQqfePxY1aRa8yym2LbC50HeY5UUkphK3X3OsxCMQAUZ1gwEpKuawB1WYS8Ux3+MVWjD4KUS1I2ZtvogzJvguOIcLjck/VG22gCi+yc8kWkks+92lZSlee89p7qQpe48HtvPpZyroGBgYHBLKw1L+QDqK0+/sSHs0qKnl1lczS9FvLd9Q7gfmWf3RNfiHnbLtk2puVKLBiPM4t8894Sd15hhkV3HyWcUM71jsVprtOkZtrE2nBCvTwYTGjtw5G6CePU4VBiOCZrBQAwFPJFcxymq3FZtRNC6MGNGe5UY2xrkDiAgtU2Ig2yAFzF4hNTAHAQwPUXz3T9BMBHnj9c5tfFsocYIzFlYKA/NgCTw7NbwQIOi6pWXCqKRoWGW4OXj20vWHKFwhe+/MNLmK/SQVPtsbstrZzF1kEEk2bKKagghMwlwaN96u075ry5UkpljaLrznhkfDiSeHRplt/HqE3kW8vcNqfHaqoDgFy7edDMc9WzO7WtIj8144EQApdZrHBNbO03ZdgtLaMhnU1bUWYHytY6ZrAZaXlYwr0rkFC29QZj5zdnLkmJ5y0AGpq8oQ9Vlzo7lrKQgYGBgQEA5if9ZOL7S2AVrmWrYchQOFE2GpHOZ9lNB5e61t/95FZwgUM2ADgDFjSRwTqZXXMcO1ZUnDlfp3MCbB6WRe+kFAF6XFahe1eRq9RpEaoppdiaax+0mvgZ878IIZhMSk3+P9dlnuq2Kc6wtHX7Yw9qYmp0g8e65PfESmIz8YWbsm2nOn3RI4tdgwK4ORTafXskXL8j37WU5NKnmryhUgAfqy51ji5hHQMDAwMDxi8B+ErTyVepM9tzetczj1ea7bbsVbLlAFhnUtlSF/I23Syc73l5dGif5HA3qLGIyZSVr3A2x/55uopawTqu5iLmspuaP/LWbZscVjFr0UYnQdHo7UBMHrrcHahRNOrsGo3KAs8FJUWbMbuKAvxkUgoAVI3aBoOJKX8vGFdOu63ig5qYasUiO+dWkRqwObGL9p3AusSfBZtN+309jHqYWQ15MQODh53plZSVYMGWcwAGV9qQP3hXdf3RqnxdNtEuh3XBShPZP7w30d9VF/e2HQ1ePe2Q/cP1lNL7qmce3Z5/akuBO+l8K0pppHU0fPNcn3/LcCQxux18qYT3F2Qoe/IzDnuspqlAiUXg89OVD86ymarz7eYGAMr0x91msYEjaNPH3GVjDEDPahuxCKrBBqkuCYEjenQ6PQKgqckb+liTN7RqXZEGBgYGDwnTfad9YF1F9QDCK23IJ45sOuexibokdqwmQVn4KBwGu6ccA5tveTrJMVppaWabIHBztXKNT3ztgs7d0BxB51NVOdmHN3vqnBahFGAJJ6uJTztIUlXgOOq2CrNfHy3JtDSA+SZrFgJIEUntXW070qUy33Ekx2GqX+o6FoHXw9d5D4DmJm/ouA5rGRgYGKx3Jn0nEvL56878y/dMtxvON2iqttKqHipYAqJMj8UIx8cXOibW3XZUGu47GG65XBdpudKjSYnLSQ4LYZ6YN8+Rzj/44F7z//jlXfv1TkpFJbXxF7dGtl64O35U0agTADQKUVK0tK9zrnOsVlK0pumPUUpDd33RU3rZu4w4MCte9oBQByZPuVRWfB/zIGIkpgwM9CdZG/MhMMeheyUNKcy08Xpp0m4syUtvHU21RztvHYu237hJNXWqq2R7Scap33/HrqSdV2FJOXO+bwyjMWm5qipCZoHXbZB6ucdx9EBhZtQm8mdMPHdpq8dxeUeO86hF4Ef0usYy0ApWjZ2qLvNa4xEkD9qljKRqes05sAF4EcDPmryh4oUONjAwMDCYk9m+kwCWqOkDEFhJQ9wWIUOvYdcFmdZ0g0N5YJvh8wCGJx/Mz3edzcl1JkuWqWAJPNfEuboj8pxf4Ih14SMXhhCCw5s9dUe3eHosAnfRbuLPHdyYcXtnkesoT+693rWGw8yffXp7TsH0brAHiT2l7kdEnjQtfOTchBIK1cmcfAA/bvKGvtrkDT1sw90NDAwMVpLZvpOr71bb0fPf+eElTVVXMhnAA9io12Ki1ZyWLI0aDZWHbpyvTgz3NVBKJxMBKoC7SF6sEzhSXXD6f/7ank0cR5YlJh5OKDHoNNJDozC90uqrbuwab5YUrWksIp1qaPcH2obC+yila1nCpx5AOR5MpTYCpmrgXeI6uiY8H1aMxJSBgf7MFYTIAZAJlhhYduxmIZTrtui24aurrVyUs6EE/TuDV06Vq/HYBauJb/nCr+0/mCzeE1fUxmtDgcMqpUvSWJuNiSOXOeAOABQ6LO16rg0AIs+59uRnHK4tzNyXazfvJYSgwuNYiibtcjOCmZXpDyJ1ADoBNIC1WfcCaAEgpXIyT4jejvqbwCqAP2B0TxkYGBgsirl8pwoAQbB717KTYRUHBY6bS0ovbY4sfljVQbAq0zaLVTxbWOSum+O402AJPF33dFaRu0DYvRU7Cp0pzb9KB4dZKHm8Mnv/sa1Zhzx2UyUAVOQ7xvW+jl5U5DnsOuUqVwWeI+KTldnVtWUZN0syLQ1bc+1nHq/I8lXmO86luoZF0D1s8N8AXG/yhh6UgegGBgYGa42kvlM8FD5w+pvfu6kqSkp7Yx1oh47JB09xYSLtkygV4t72o6EbF8KUUj+Yf7QryZHK43uLbj5aU1Sn532dUhqNSmojpXSEUppo7g9V6rb4BL6wtOOVVl/1ubvjRyKSWqxSWAeDiSt6X0cnomA+/INMLoBCAFfAkmwXwPYk6XShR5bBrocOIzFlYKA/8w1+dAHwABhYTgPcNnHsGx8/2uWymar1WjMvOyPXYbc0L/J0arJY7H//kYM2keeSBjgEjjiqsp1LlhqZjlXgzu0vzNx7qNizOdtmqi90Wrbouf5cBCVlaCWuswhOgXUcPQxsAnAUTPu3GMA2MMnMBRlPyAUJVUvW7r8U3GAawt9t8oZydF7bwMDA4GFnvm6MEgCjYJvcZSPLJvZ96thm8BzRrbjkcGVeNWESe4thnOdJtLIy774ZmNNwgt3bdaPQba5/rCL7wBOV2a58l7k+22FakcCCPyIvKN2zCtANHmtDnsusmz+9WhBCkO0wbd9Z5Dpanms/bBH57I1Z1kNWkbuQyvmNPeOZCUVt0dmsMgCvN3lDf9XkDVl0XtvAwMDgYWdO30lJJKobv/vjy5Tq1ew6J7fA9uW6Fb6W7qpKOvIhFQSHu0/gSDPmno1Ortwe4a+1+/SQaZviRn/o5htto7WnO/yRnrH4hbisLUsX+2xcVnEt3jtDAG6CdUg/6AhgSkPHwOaouQDsB5vpmgrvf/FM16Lfz+sFIzFlYKA/C939c8Ey5wsNxF40j+8sbHVaxZ06LaeCBYSGj+zftqiEi8Vsin/nE0dRku3oT/Y8pVS5PRpWfVEpWbcUBZu5kDYZFpNMCAEhBJVZzmMWgS9Y+Kyl4zYLBSJH1lr1yjWwTqMHvVtqPo6BdSTOW2UVldWyi/1je68NBdpVjXbMd+wieBeA5ube8NM6r2tgYGDwMLOQ71QJtsmdr/hnSbylMq+DI0SvTbQEYFTgOV9xtn1RRT1uu4n73V/ZnVuQYbk0xyG9YBvmzCTPyRNfaZPvtrgBwCRwrj2l7mM8R1Yk6FHqseZwhHW4rxFohlU4vb3QeXS1DVkuCCF4dGvWgW0pdE7dHgnv+pOX27b9c6O3mVKqZwUwAfA7AK609EdqFjrYwMDAwGCKeX2nWCB46PpPX9O18DcJEegXX4gRwGfPcPG8wC9qZvfOIrv1P3//yZq8DGvSogu7RWh6bE+RUJhtz539HKU0RheRyaOU0pGQtBEAQgm1rLk/tGJ+Q8dwhKeUrqUZnTEAV8GSNw8rNjCJwlT+tt4L4NaLZ7q+txyGvHimy/RfN4dKl2PtleRB1Ho0MFjrpDJPoBzsA7say5AgNvGcnqUxfQBKAeCjv/pU+bvecvBUQW6m3eW0ZY8HIiMj/mAsEIyo3z15znPuStvO6fdyUeDlxw/vvP7Z33p3rijwOyYePgWgFsDUzCoKeMfictJEWq7d3FDmtu2KyEpnfyjuG4vLhwBMnxEUsArcrZii7QCrHJ5iNJqwb87UVRkwJWyiUFpbmFl6fTh4KiQpBzDT3pXmGlgS9KENrMzChhTvbWFJ2ZJQtXM2ji/X2QZ7ntv86biC9wD4hEVYviS0gYGBwUNCKhKr+8EkXJflfsZxukq1XQPzdfDC8arO277waY/L7BIFzhWNK76xUCIaSyj01PWB4sHR6IxKSoEnibpdBRfrdhXsIIRk1JS4s694A/UjYekoZs4r6AWT/LuP6mLX9UybWBSOK8O3hyOhUFw5PP15AvRZTXxPVFJrMcsP7fHHAvkuXcaTpkW2w1T11LYc+fW20SuSotVAp9kMi8Fm4s9v8FixMdt2ZLVsWCkIIRB4kpLfRAF0jEZ2KBrtFHmySWdTrMUey0txBScBfN4iLC6xamBgYLCOWNB3GvX2Hbtz4crpzQf2zCUJvFR0i2VV5TkbP7Cn+BgAXCn5jSarxTRcWpjj4TgihMKxYFfvcNQ3FqL/9O1XtvYPjc0oOHbYLKHPvPDOK489suMQIcT0tx8+sOXT37x4rmc0cmjaYWppvjO0Y1NW0m6q19tGAwJHhp1mYbSqwAGzyM+Yya1otE1RtZBF5PdOf5wQQoozLG13fNFsnX4UKdM3Ht83HEoEHq/I7uI5UrbS15+GBuAsmIrMeog7pZOMNQF49sUzXfzzh8vSnT07L2aBO/7Eltw/jyv4PIBvWoQFC/3WJEZiysBAZwa/+m45/7nvUSy8oa4B0AxgxwLHpU0gKuk5D2AcE4mpgtzMDQW5mRRMegM5Wa7SnCw2iuHQ3gpIstIVi0tBh82Sy3HECYAjhEy/cccBiJhISlFKo80jwa5AQqma6+KjUSl7q8eRaeJNmZkWE2Ky2tcdjHaEJcVMALoj173FzHOHZFULSqrWNRaX+4ejCSQUzbW/MHPVKi8JIajOcx9RNZroGAvX+6JSCWVt7iuKTeB9UUV9cqWvu0pcBLAFaTgKCUWVbKKuTWRxq4mvd1iEJwE8DuDxuIJftwh4Q8+LGBgYGDxkpDpP4CiAMNj8JV2JybruFadez87izN1hQs2YCN647KYyl53Vq1RuyIQkq7c1jcpmE18ItjezEkKmAkiUUmU0IpXgnl/pnVgraVIKALpGo7GiDE++zcTn57rM8Eek1k5fdCgYV2xWkY/VlmXU8hwpSsjqaEzWxgYC8YHhkCRQgOzb4F61mT8Ts5D2SIoWuOwNNI1F5a1YeSmY0bpyjyBwZN8KX3dVaO4PNXj9sTnfS8mIydqYyOtaV+fLtIstosA/A5aAfmtcwQctAvSWDjQwMDB4mEhphpS36WbZ5gN7Fj5wcehWRJBtN03dWPbs2LQBrFseAGC1mJCb7QYAPPNojRaJJm4SAs5mNRdRQCOAmxByDAA0ShGX1UTPaGT75Pk2s3Dtv79jx0abRZjTx9mYZWtrGQwfDSfUDQPBBArc5sslmdaIw8zbfWEpfL0vdBQAsYjckE3k/SUe63CWXbSPReXIHV901XwnWaXun98acdtMfN/eUne3w8zvJIToNms+NRu0WzxHynVUHljrnMLccpHJ4MH82T69DPjqeW/VW7blP8dzZCuArwN4R1zBRy0ChvW6xkphJKYMDJaHVKs8w8txcb3S5JTSfgB5s2Yb9GAiMTUbkyiUmcSkHytBANfBBlAepJTS/nD89EA4vimuaHMmpQBAo9Q6/f9WkS+qzHLeN/9B5DmXyHMuu0koK3ZZQSmlZA1MquY5Yq7Ich7LsUk37oxFLiRUbQeAFWnj2pJpb2wfu+eQrQPiADLSOaEnFMvLsIjjhJC0zpuGBDYzbmji+ruKPNZiQshkl9wGAK/HFfwNgM9YhMXJUhoYGBg85KQT5R7BMiSm9BrDoGr0CkdQO+mC8Byx8oTcUClN2hluEvmkM5yiktp/ZyTS0TMWPwxW2BIFK2jaCGDeWYaySmc4Yx67qdJjN903iNss8llmkc/KsInl2wow6Tul8jKXFZPAuQ9tyjzaNRo93zEcGZBUugOssCmVwq+lED+6xdMtcGRe3/RhYiAQz0Canf31nT75rdvypGm+TrpEwXynYbDfaVWOyzy9kG0fgCtxBf8TwN9ZhOWT8DQwMDB4gEnJd6IazaOUYpnu77p4TwUu82tv2prz2LSHygGMIYlcMSGEc9gtUzGO6a+qfSBw58s/b+272TNeB4AjBAPvfaLcV5zj2GQ1C675bDALM1WHBgKJvQOB++um4rKWF5e1PH9U3jbx0JroUolKatGpDn9RVYGjoTjDkiPw3DYAyx4X0zTa1TYUCW4vdOpecL+GWczs0d988UzXHy2ma+rFM10ELM61CazB4V0ZVrHSYxMLpx32SwAOTySnfrAI+1YNIzFlYLC6pFohnBaRhCLIquYFhUYBmASubDHrUEC9OhhQyjJs9S6TkAGAqpTGLEJaHSanAOynlB5QNHqz3R8mAOCPyynJo3AEixqGvVw3X180cS2YUEJRWaW5drM91z5jIz0nHqtpp8dqQlxRBwYjiauZFjFb5IjNG4jdTagaF5aUIr06qgjQJ3Bk0CbyWWCBnPVC2r/zYEKpPNvrl/Ls5sZcuzmhaFRzmASXyJFthCSdq9EDoA1MT9sGFhyVAUy9n72+aKgsxxaaVan0CQBPxxX8mkXAXPNCDAwMDAwWZgQsOaMrYUnhFI12A5QSEIHnSPFi1pE1TWn3hzs3uG0+q8C7AFC3RRj0x5JLFs9Go1S71B045QtLR8Akii+C3W8smJAHXAiBI6lII97HMvlOGoDLYMkIgM1a3Tb34fcoy7IdLMuyIRCT7/SNx/vLsmzlcVkN3BmJDska5cZZUEgX6RyOoNMicCNWkfeA/bzXBU6LMO6PpFfwfq577ODVvkDw0AbPxYocuxZXNK00w5pjFrgKQsh9mwRKaUtYUnszrGI8z222mwXOEZXU2FAgMVVt3D8Wv1qYacmZ9h60APgSgF+KK/iwRUDXEl6mgYGBwXpGjI4He+yZ7pJlWFsG0A2WnLECyFvMIhqlfLs/fKXEZU2IHGcHQAnBuMBxj6ZyfjShRD/21bM3BsZiBwjgLs1znK7dlufK81hzPC5LSv6XrC66BkJ334nnSKQ4w3Ij0y4mCIC2ocjmiKSm5JfeGggfvTUQRrbD1JzjMPk7RiK7sx2m9uIMS0TkOeK2CgeWUFgyA0XVWgMxZZhOG9OxTugEsDvNcz4L4CMvnun6v2DxJArgDQC3nj9cdt+b78UzXU8CqNmaad+yO8+9SeSIqzcUVwfC8YMAMB6TcWso1LA93zVdOjEbwPfjCv4FwG9ZBIyn/9JWHrKI2W4GBgYLMCHllwoRAK0AUkpuLJafffZNYUJIStXFiqbdGIlKYwJHaOdYZLus0fs2/IeKPO08R7YkO98flS7c9Ufje4rcNRPX5CRVu9I0FChIqFpBsnOmo2l0+NXLvXdkReP2VeZIZblOfk9+xiOp2L5cqBpNxFV1sHs82uWPy9NbdqXtOc62TItpydUh/ph045YvtNXEc9clVdsKps+7GLS9+RkDcVUdvzkSysLKS+CsNoPQ4TUTQLaJfI9F4IMmnou7zYIv22YmAAoAlAAI4V4i8QaAGQ5vpl08l+u2TNe0xsXusfqvN3o3DgYTXwfwZydP1BrzEwwMDAwAHH+pcQfYZ2kqDID5T3rPB5zCYxP7PnWs/L7u7LmIyuq5sKRIiqaR7kBsj0rpbJ9rFKyy+b7KXwAYjUgNqkZpjsN0eDymdJ7rHCsHcA5s07tgl7Wqam29PePjHE/UgnwXX5pti+0uWT1JvglCYB0xwwCm3w/9YHMx7hs8ni6tg+HTnb7oLovI3Y7LWg0WX3Tpe7oqJ4PjyEUA2wHMW1X9MJFQtLFXW31J35fpYuK5aK7D1JdlMwXtJl4qcltGFJXyP24Z2koB4esf2JNnFXkbAMQk9ZTXF51RpFbksdY7Zsks/cfVvtM/bxkuHo/JfwrgaydP1BrBCwMDAwMA1poX3g/g31I5lheFloPvezbHbLct5xyki2ByrCmRZRcbeI7QLLvJVOqx7uM5MqOg1mUWWnfmuMoJST4H8efXeuvL813C5nzX4W+f7jz79dfb91SUZlx416Ob6niOW7CSOhBOXDx9fYDaraJ8aHu+q30kEvWOxQ+kav9yYBK4UYeJH96zwa2YeG4qvqBqtO3llpEyjS59dvnBjRkNGTZxi6xoA7PnaKWDpGjXX2n17dpd7KovcJsfIYSsp4LoJiyuayoZYwC6wOJY42BJq1IAxwWOdB0ozJxSYegLxk7dDcz0nd67u/iiwyzM+Lt7+fZQ00AobpVV+sLzh8te1snOZcNITBkYLANpJKYAVkl6Gss4JDDbaR4GgM+8q/r29pLMpJ1Kkqpd9sekcMdY5AgWaAu3CFzf3vwMMyHkPsfm7053dg2GEmUem9j79h15nTFFyw9JytaFbBwZj5291u4jt7rGNgUjUh4AiAIn/eqRzY2/tL80y2YWUqqu1RONUqnDHzk3HE3UYe65RdLeggyfVeAL53g+retxhJh6g7GzvaGYXdHogjc7AvSZBa6HUvB2kY9WZDkP8hwxXxoYOx9XtLRmBjzgBADcBKB7EpMn5Na+goxCkecm5f5iABpxT1f4ZwCenn1eabbtlNXEHwGAiKTc/PLpLuncXf/k3LMvnjxR+2m9bTUwMDB4EEkzMQWwpMdtMMkv3SEAdVmEIUrBfbxuY7/dJCStiozIyllfVKKILSKlAAAgAElEQVQ9wdjhFJa9AaACs2TTKKWxn90cMVGAz7KLVwig+iJyHibme84FpVQOBuPngsG46BsJ79Q0lgyzWwT/0d2FzTVbszfxHLeorq8lEgTbsM/XGd8DlqRbsiSjqlGJ54jpel+wvn88XqhRJC2cmg7PkVaRJyGOEDXHYZK2FTgOc4RQAHeBhc9/WAgnlN5znWOjsrqwv7kIzoIFbSYTq7GP1W1sfqIiZz8ABKLyTwfH48/MOkctz3c08xypBgB/RLr8+ZfbMu+ORicLgT508kTtN5fBVgMDA4MHDmvNC78C4FupHk8I6dvz7NNRd17Oct3nJLDiEw6siyiZ7HAswypcKvVYrcWZ1gV9uFKX9XSp21Y3+/GYpLQ++4VXKwHg2QMbXinfkOFRQEudNtO8iTdKafhqu+/K4GjUfLXNt0+jlAcAi0XwFhS672Zm2moIIStenGIRuaHDmzL75ksUxWX18utto9WULl35jCOQNQqxtiyjwWMXt6YyGyqhaFdBKZVUGu8Zi3Fdo7GDJp6MPVGZLaz0TKtV5hZYd6Du6g0A6sGKuSb3CrG9+Rl+q8gXAUjcGQs3DoQTM/xrs8AF3r+nJMwRUkQpjQUTStOPbg5UJhRtMna19/nDZVeWwVbdWNOJqRfPdFkAHJ/2EE3yPQULEobANjky7n0QpoM6sdakNJMDrOpuci1uBb4n27OdiUyryTxhCwVLWsz3PaY9lu73ysSXOvElJnl8+r8KgJvVpc51W+Wf/9z33gomPzL1O5t4ikz7AoA/nWOJZrCq2WQkwJJTyeTDdKGyyN320acqhraXZB6hlKoAwqMx6bI3GNsUldWydNbigea7vlgMgCApmiBrVFA1yvWMxyoomCTKm6tyNs2nCnOnL1D/ozNd22IJJUNR6ZzVH8e251/5zDurl21iZ1RWvONxuV+joD3BmLs6z+0ciSa6+0Nx91wzIWYxsiPHNZJhEXWbSTAcSVxu84fn6qQbLnVZ2yOyqlRkOQ5z06qIVI0mmkeCjSFJSUkq8SHhNIAqAB69FoxK6gWzwHl4jmwRCLlxsNgz+31wDeyz4DxYgqoTs6QYCSB7nKYLkqzZ/uL1jkjPeGz676QFwJGTJ2rn+jwwMFgUTd5QHoDpG7hkvpMGJqsVAPOdKOZOvs8FBfMPCFjg0THxL4+V8Zmmf69MXHc+v0kP30nDTL9IA9s4zPaXpvtNCTDfae063MvM8Zcafx0sODHdd5rtP+UC+PgcSzQCSefzTb4Hn9DR3PvYlutoeltVvpRhFfdTSjWNYngoEm/pDcW3S6qWVtfPeFRu6PRFnRQgqkYFTaO8olFTMK5snjjkHGZ2F93HwEDg9PBQaIeqao75ghPHD21o2FORs2xFT2CJwTGwQJQVQCGAO2Bdxals1tsmztNNWuh6X7C+dyyetFNM4MitUo/Vr2pUqypwHJ3lnw4B8CKNSu8HGUopvewNNAyHpAPQd99xGiyxlwcm5T3DF92W52z4s7du2wmgjVK6rWMwzGt0Zkcgz5Fxj8N0IxiTcz770xYpJmu7pj39UwDPnjxRK+los4EBjr/UuAVsFvIkyXwnFWw+tB+sc3fSF0mHyfsWB+Y3OcHiTysac7IInPaHT1UImN9Xmv09Uvg+2XOTsaZJvwhgcbbpj09/XgUQqC51dqT6Q33YsNa8wAH4HdzvN832nXYB+OU5ljkFJJnPR4i6ubbGvKFmRyoFNUvhAlj38eR8y56tubaesixbjcBzacnlDgyEftbaPZ6nUsolZJWXFE3whxP2fn+0BAB2bvLUP3t007xd4t99vePa3f5guaRoNkrn/rvdVpV/xmYzLdfPhuY6TTfMAhfPd5njHCG4NRguKc+xefNd5h2EkKyFFohJ6sXTd/xbZJUudj72fRwp95x1WoSkxb2RhHLeF5akiKSKXaOxGf5ppk28vW+DWxV5br3M5QyCFZk9Ap3kGyml8lhUPpdpE/cRQmxI4jsVu6yny9y2EgARVaPcuT5/xezruyxCb1Weq7NlKFgQiCsuzJTU/BKATz5/uGzN7kXXbGLqxTNdIoD/C+Btq23LSlKV7bzhsZpS0kBdJX4B4IMA/OsxQZX/3Pf+HcB7lrBEA+bvjLoJ9iGynC3WOLi3pEUmZBsA1JV7zrgswqJuvpe6x18bDkmPA4CJ59pNPImFJXXKqd+3wX0j12neCbCKYEKIVdPoIKVUar7rv/uTc90HFZWmpEf7w997otVqEioppbIebcK3R0P1BMB4XHZIGtVDSjHmsYiNldnOOi6Jvn66SKo2enMk2BKR1RkVQmaea8y2mRIbM+wzbliBuNwSSMj+3lAsT6PLJ2+0BqFgMkGL0rNOxmRbulngfI9VZMXMPBf45eriMX9Ycobjym4AsJr4lp+0DN1xmoQ8j010vNI+MviOHQXlfcH48O5C99T7SdWo+l+3Bs9c7BlP9nc/BOBDAC6fPFHr08t+g/VLkzeUDeBVzAyurAeCWNvSW/8A4A8BBKtLnWkPvH3QOf5S4y2kOFNoDk5jZrJ1NucA7MEy6ttTSsfvtAypgaiUBQC/96s1rSaRr1zovGS81uq7GFe0/QBgE/lrCVVzqxqdTOTEwQKf2RPXjRJCbJqm3SGEOHt7xjuHh0MHkMKG2GrmA598326FEJKll+8E9rvQwJJQevgaI2CS1roU0wTjStfFrvHRhKLN8OtcFuF0qcdqKvVYZ8/ougImC1mJ5JXdDyUxWR1+/fZoFtIvSJiPyWBKG4CCQpfl8nOPbOD+7VJvYYcvUg4AT1XkXOgdjwc+fLB0c8dIeOS12z7p3bsKqgZCiYGKHMfU/ldWNekr57saB4KJZH/3NwA8B+DWyRO1IR3tN1inHH+pcTuAl8HkutcFhGDgc09vW+uv9+MAvgkgtN6Ke6w1LwhgBfdL4SaYNG1ScjaW1u9407FjyzSWe5LrYIWbDgB4ZnuOMpcs33woqib/xb9dHVQ1WgIAJdn2C32jkU0aZfdtniNdv/urNUUCz4nAvbhTQlZbRJ5zf/uVdn9nfzCl0Qs2u6m9sjJvIyFE0MN34gjko1uyrgwGE9LGLGsFIWTJMsaqRu/cGgiN9ozFU5o7uhA5DtONmlK3WeDIlMoRpVTyR+TzHSOR7NGIPCPxtMFjPZ9hExOFbvOBOWZyP6xcQ/pzpeblzkjk1O2hyJHSTMuF7YXO2jKP/efl2Xbr+W5/ZURS8wDg0AbP6zcGAqQq27XDG4heG4wkRLC/KxkzC6ODYJKAyeIAP+/2xz51sz/UthaLe9ZyYurtAP5zte1YaXbkuG7p2XWxjMgAXgHrEniputSZjvzKA0v+c9/7D8xdlZIKCyWmAMAHtqlblrlKoshf2lVdNNU2bRG5oa259taiDMt2sMpvLtV5VFaBvzAckuIFLovw9p35Na/eHrn+tQvenQDsVNVO51qFcFWJO+9s82D8/M2hQ06bOBJPqE5Z1dK+geW6LYN/+cFa7x9+50relz/6iJnnFm43ng2llEoaHY3J6nDzSHArFj+LYE6sAncuz25BhkXMc5iETQufMTcapfJIJHFtIBxPqJTyGRaTvDHDdpCbZ1hlhz/cMBhJLGeF9FqkHvdk9ZaMomqtv2jxVQKsEmj/hoy+D+4vPWgVeVtCVs8oGlVtJr7uE9+/cb53PL4bLBjKgwW37BxBT0mG9a53LLaVLjzvqgGA/eSJ2mWRozJYXzR5Q38A4M9W245VIIEHY+huGKzifwDA56pLncOrbM+KcPylxhbcq5hdDAslpgAmwRaEfnrvMxgfj9Xf6RiZus/keaydT+4r6d1Y4NwNlqixpLo5t/Hcq839YaEi12GpKXTv+knr0MXGieIFOSG/IquU43nO0eMdMwcCsWqTiR+QZTWX0vSTCKV5jta3HS4LfOfVjoL//uz2ErK4CJQCpkxxC8ByVBFTsKSGGcAGLHFOpKRowZ6xWPNAIKGplHJFbgstz7UvZPcZLM9rW7O8dtt3MS5renaITf8ZXtiYZfN//q1VT4g84a72Bs7kOc2mogzroV/5+sUOSaW5uFdMEAFgF3lyO9dhHukLxLdjjllsE1Cw4FDTyRO1H9bRfoN1yvGXGpdaePrAwRN4//TpbfPKxa4hRgD8ZOLf310PSSprzQsiWDfyUpg3MQUAgtncVPO2p5zObM+SYhbzcBbTYlrZDlNzVb4jaDfzO8F8CxdJsaA32yS8+oMzXcL76zZmVJd5iv7HPzfeOt8+cpRSSqkiv/yxd9dkgED5QX1nwdBYbGOm09w3FkqkPCt0xrWyHY1Z2fbE8HDItmlT9qIKmHmCGCFErilxXc1xmnWf+UkpDQ0GE1dGQpJtKJSokFW6pAI9i8gNbsyytXvsIgGAu76otT+QmPO1EwLlycrs2yLPzfsee8igAHqhY6e/1x9raO4PHQWAnUXO+r0lGfG3bMt/iiOItPvCVzZk2jJ5jlR846IXYPvd6b6TBaxYJwZgB1gHblJkVQu+0uIbp8DfnjxR+9d62a8XazIx9eKZrq1gFWwLDvt9CKFgSR9l2pfqEPnbu/MzFtqUrzR3AfwLgL+vLnWui2r//Oe+910A717CEqkkpiZpAqsumZR3gcAR5e21pRe/f757XpmX+SCEdOyqLswVBD7pzYsjkHcVuc4WuM11CzgKwbqNWbcrcp1Tm1pZ1ZRf+calITPPDQR9QelGh1+X5BoB8OSuwksvvKXKLXDEJvBc2k7GYDh+sWMssg3sZyoBSx8cuQC+vfkZiQk92JSglELWqM/Ec2l3zGmUqp1jkTODkcRh6FsB+yAggyV0dan8o5TKL7f44opGp9/cAx/YV3zzHdWFU+/pT/6g+UyXP7qUQNZ5AJNzwA6cPFHbuIS1DNY5Td7QWwD8COnLyjwMaLjnO6kT36tgnRhrLVF/GcC3AfxDdakzsdrGrATHX2psBZuttFhSSUxNchask2eqIlXgSDDfbb7dOxZfdBA+kVAu3mzu3zNXcshi4oMfePPW6wVZ9nntJEBnVY4zlmkxTW3k+wLxzi+fu0usIj/Qfnsod2A0qkvXM8cR5ciugvOHd+aXEkLMHEcW01ncACYtOCm7pHtBzyxawbqx0gmwyGDSpO5FXC8Mtudca58Ty85E11Q29LtndIMlFqfgCAY/++aK0eoi99T7/f3fuNSaULSlJKoni5HiAApPnqgdW8JaBuuc4y81fhrAX6y2HavEpHyeDEAlE7Gnd+8q7K0pcuuhJqInvwDznb6xThJTJrAg9FJYMDE1geIpKTyz46lj+wSTOBV/9VjF/jyneaRlOLyUgp95i0etIjfwyKbMgfnmKgGAWeCuvbUq35NhNU0lU7/2Wvv5P/rOFY8SHu8VHO4DhBd0iR1zHAmXbvBc9mTaNoPAtYh5U/Tw5sxJRSJFp271eYkklPMN7f79NI0YkMiToKpRi0bTj4lZRG7o0MZMr9XErwv541no2jUVldQLb7SNHpj+GM8R71fft9vptoqZAKBRqn2tsVvCIqWXKaV4o220MSZrtQA6Tp6oXXOzVJd7c5E2L57pKgLTI12PSSmAxeBNmBU0lzXatSrWzM9GMGmaDzR5Q1EA56pLnR9dZZuWm2XtdZ5FNZjDWF9R6M7UKLX91YdqIaua8+TlnnhCTr/rCAAopeU3rvffrt5dbOW4+2+UGoV4rTd4rNsv3j64MWPDXBXA23Kd1ypynUc1SrUrveNnIwklsr80c//BsoyhizeHZL2SUgDw3FMVp951sGxJMi+BhBzFvSHby52UAoDsa0OB5hyb6Y4/JtkljW4GIBDA57Gausvcts1WkS8G2M1iJCpd7gvF4hFZ3ccTtJgF3p9pEbUSl3WPwHH2yaSVpGpBRaMJWdViIUmJhGWFxhXNKqnaVqzDwMoEIoA+MBmeJd/XCCHisa1Zza/f9m3T6JQD4O7yR2dIKpgF7n7d7tTpAqtsmeTtYHNUDAzSpskbOgLgh1ifSSmAvW4z7u+aalkFWxZi78TXrzd5QyYAX64udf7NKtu03Kyk7/QIgDAB3nBZhVyzwMl7S90FgZiS6B+PyxrFogIEZrOwv2p7wbmbzQNJC4Pikur6px+11NVuyz3/5gOlB5MdAwAVWY5ApsVUo2haqCsQvapRyDlW09Yj5R7lu692ePRKSgHArz9Tca4ox7EU30kDu6dO/sxWYt9YCVa0kQCbG7kRrGivD0y2dzuAyRkMCbAAgQmsiOsm2MwrAcA+3Eum+cA6viSwBFYU7D3pAJOYXJe+k1Xkc0s91gavP6bX6y/FrCSyRpE/HEp4px8kckRaQrT1Mu4FOS0A3gTg3xe/nMF65vhLjc9h/SalABbE5jHhO01meyKS0rlqFs3Nmya+PtbkDeUAOFFd6vzFKtu0nKyk3yT4e/qPNXztO4NVh/dd3nNod+HmbPvw0xW5uy94xzpuj4Q1bZ6ZTAtwDPMkp2KyVvDq7dGCmhJXfYHbMlcCK/H27QU5LotYBKA3Fpc6/uKffirs2lVhCl4/yzmr9lXplZQCgJ27iu4KArfoDieRJ0GbiXdPdKgve1IKAOxm4eD+sowGjVLqsZvyeYISAIqs0rtdo9Hw3dFYjapR24R940UZlpbKPEcBIbDJKh0MJZTxrtGYayiYqAZAOALJLHA+k8BFRJ5L2Ex8JMMqxJ0WgbeZeLfAkSpCFlXs9DCwGzp22VtFbtfOQmf9jf7Q1HtO1WhpOKH0TCamCNvnLjox1dwfaojJ2qSvt/n4S407Tp6obV6y8Tqy5hJTYJuOPweTolmL9q0Wa7ky5AcAPo2VvYGuFkt9jU4wuZLJtaZ+r++r20TNAje1fjShaNe6/DwAPi/DOvjck1u3m0W+yCzy+LNf2dvw6W9eXPRGUtNoRSwm37HbTZvnOmYsKldcuDveUlPqTpgFbkZVgEXgrh7c4Dkck9WxHzb334lKah2A0x2jERtVNelq+0ja803sZiF04k0VV167MZDzlj3FI4cr8zaPhRMDhCNclsO85CTXVo/jWDAxfjGh6ipbMi8qpTsGIzO33xRwjMakstGYBIEjTS6TMD6ekAs0intziSi2RWUVUVlFXygOAnTSe7PHlnX+2APMPrD7x5J1mwGAUqpOS0rBKvK33lldOFUJrGpUu+OLpNLGHQcbqO4HC6IJYMG2MrCh75MsZf6KgcENAC8BeGG1DTFImS+CdZ2vZf9OL5bqOxEk8Z1MPEePbcqasXYgLqu9gbhAACHTJnYXeSyPEUIsGTYxd3OO/XT7cGTR6gNms1ALlqyZM0DT2DJ8MC6pl95yaEOmKHAzfCyXSWjItpmPRmSlu2kokNAojgJoHo4kcnqHQhf6fJG0N7k5GZbuPVtzulu94zlP7isezc20FkfiyojAEdFuFZc6t4kDS6J2YqaG/XKTLLFXOfGlgBVxxABsATC9ynR6ZbgK4A6Y3EoedJxD+TBRnmOr8vpj876n04CA/dynyHGYGg+WZU51S/rCieGwpG6878z7CQHoATAO1s1hAvN/Z1fuL6XzysDgNQDfB/DO1TZkLcEt89ChJfKbAK5VlzqXUhz4IKDH78CHJL4TZ7aqYlb+jM6aDEFW821EIL5Bztnf2fZM3ZNvAYCDGzxHmwdDNzv90aXItRUudMDVnuCxSEI9vTnHtmV2wqO60H3RZRHrwPY6eWaT8OjffOPlMPCyYCnadIWYLGkX9Ljd1utWmxiKhBOZZRuzYjzP2VVVC/M8Z+d5bufCK8yNrFL36Q5/9qNbswKEkMV0ci+KbIfpvtigSSDVW/Mc2JJrD4cS6hlJ0dQsu7ibEHJo2jG5WYIJWXYTKKVRjWKQIygjhCz4e1vH6JYIJYRYI5I6I4G5Lc/ZkO+yTO1X+oPxWwDmHfdDKYWk0tFATO4LxJRQICYrobhijStaLqUz5rjSibWMxNR8PH+4TAbwhRfPdDkB/MFq27OGWKuBCw2s2pdi7dqoJ0vduNXM9cSHjpX7OI5MTzq0YFqwWlG1U5TSom++0fGLH132LmYeTR9YcAEAqKKoC94o/VF526utPpppE1vLc2xDmTYxl+eI9dmdhcV3/ZFr9Xd8hZQlBBrBAgmCx2U5+NvvrW774reubVQ1mnKVSCShOJ+qLtr15t3FU7ryOW5rcZqvcU4IIdjicTiaR4J6LblkFI1W++MLzzWlKxsQelDpA7AoHelkmAWuLM9pujYUknZX5DpO/fFbKg+JPDd1z9Qo1VSNJnNKYgAugjks+WDO+NYkx83G6JYyWDTVpc5xAB9v8oZKwbrvDNY2PgDfWQeBlUmW6jslTdiYBc73WHn27GKNqSpGSimahgI3x6KJrRdaB86GOXPavpOqam2xmDwUCMQ4q1WUwfy4ef2n63dG993q8ksbC1zXj+4uDGZnWHJFjktsz3Ee6gpET/cGY9VghUpTVcQVpZnHfvOXtp//Pz9onrPbKhlxSbXWVuUdra26F8dx201lab7M+TAD6Mfa8UMEAKkM++YxTQrbIDkjYeku9C14KgcwCCD/maq8ho8cLD06PcatUWhIPgPBB9bx5gbzm3KxQBBmgstLtthg3XLyRO2d4y81/iqAqzCSnFOs4bTUmepS55XVNmKF0KNYIGnXD2dzXLUUbpgRk3rXkU0Nn3v/njoAkGVF6xyJxqOSOvZvV3q93kB8Xpm9ZEixeFN0LBDwdfcKjuzMUO6msk0cz80rM9c2HKnr9EXDuU7T5a15DsUscDlOs9C/ryTzAJi/VAeAf+R9n5+aWxXv63xEjYXrbZuq0upw4jiiFBVlzPAteV4/0YmYrBX4I3JDVpJk0WpACHFMSAsudJyNJ2vG31vLBPRcrDzXnt3piwJA/LeObbp5rDx7xvsmLquxZOeF4kr3jf6QNxxXMhWNFoMpCmQlO3YaEbCZsWuKNZeYmsbnwD5M19pcpVVB4MjC0euV5yyAP6kudd5ZbUNWkBWZ3UMpjSoqjQRjki/DbvLwHMcJPMf/3cnmN05e6dsFJkPSjOTJwGSVjzzY39JU4L6jY6R3164ivyjyngXMIWNRufJid6ASALWb+F+8dnu0dGehU8x1mQvA5g/sASBolPp6hsK3Xr/Sl5tOUgoARJ7IlEJeF313BsuBGezvQZd3UELRuiKSmg0An3y8vHJ6UgoAvn259xwFjoBVB/NgnVGNYIGUxTih7wHwhaVZbWCAE2ASAw/KQOvlZi3eUX4I5juti/lSE6yU7xSSVE2SVDpqN/FZHCEAIaYv/+2/v+HtGjjGC0JnRmHeEOE4TAXLCQFvEpX8XdUC6D2nilKKaESyjIyED2BmcUETWGfOvHsoRaWm9t7ArvbeAADEM+2m+i/KKvmN49vKstwWCuAcJhJoqqp523sDd1+73Jd2MEDkOZlSKq/EDAODhw8xiaT3ErkLYCcB/LOTUgDwN2/caQcr2pn0ncYAXAewH/PMIZmHdwP48ZIsNljXnDxRGz/+UuMHALyBe5Lv6xqnWViUXNQyogL4/8EUldYLKzYvmlIa0BRZHh0Lj3sy7BmCwGug4P/mVGdzWFKfAkvc3lfZK8cTCX9vv5lSAJR5T1TTMNzZnTnq7ZvR3dp7o/XU3nc8c2ShZjxFo47+QGJvfyABWVZHx/oDXV/8zrXrb/zx03t7+kZ6nn3+7/0j/hBT0uH4VtGTO2wp2rikDicDg0Wg6/5yJJQYALDVaRZaj5Vn3zff72yXX9Qo1chEQ2s4ofRc7Ql6Q3HlEGbN9kwBJ4A3w+iYSo3nD5fFXjzT9ccAXl5tW9YCNpFXFz5qxfmr6lLnz1fbiBVm2ZwEjdJ4LK7cOnt7eOQrv2itCceVycpeyhF0CzznkRStDEyuLIC5g99BpDI0mqK4tWXw4raqfEEQeBfAAjGxmNxJCBEsFqGUEKIAGAWrZPQB2BCR1DcDwJWeQMebqnIaOEKm7Pj2y+2Dnf3BRVWGyCoVB8ejnUUeuy5SbMkIS4oxIPnhJRsLDFhNB19YioQT6j4A+Pwv2tr+6h07ciafa+oL3PzpraECsBt6AGzDtJQ5FXcA/PYSTTYwQHWpc7DJG/prAA/7zKJUWWvBFQD43epSZ/tqG7HCLJvvRCkNRGW161z3WLi+c7RW1ehjE0+psVH/lcYf/DRbVdQnAdxWFcU56u1LVhU/EHMUF6R4yWqwgpxDuDc7QAGbG2gHUAAm2+oH6xwJAdg2FpHeDADffqX97Avv2ilMnA9KaeQfvt9sDkakRd27QjHZIytap0nkKxY+etGsxT2IgQ7kucy7bSb+fFRS0+rUmwcLADcF8I9nuxpOHN54FGD7i5+3Dl9oGwlXgM2hcoD5T/uweL+tEesrUG2wTJw8UXv5+EuN/w7gI6tty1ogz2lea7LxIQC/XV3qjK62ISvIsiamKKU+Kie64n1dVB4d3P+Vy3jiK38PAJC3HdhdX7xn11aV4ikwFZBtSJK01VT10s1XTqXUiR4c9h3pbLx6elNtTd1kckqR5Eg0EBw026xus92WrapaRJbV8VAo3jcyHJZjMbkawOMA8M7P/eTnbadPFQcjE91bhHS6qh8pIzy/qE7HSCRRSCkdJYQs1F2yaGxm3rZcaxusOvsBtCE1VZwFaR0MbwWAUEKpeqPdd+nRLdn7AECjlDZ6x05Jqlbb2DV+ekehc+O1nmB3kCWkUhkpkYwfA/hHPezWE0Lp2lZfe/FM1zMAvoz0M4EPFSUu6+kNbtta6x67DuCp6lLn8GobslLkP/e9n4FlmHUnw266Mx6RksmO9INV6D4z7bEusBk1yRjFwi2c0wnyPNfF8yQuSWoxgEKzWThXuS3PIwh8IZJLbgBA3GURLtWVe6bel5TS6Bf+7SqRFc06xzlzcmRb3tXPvnv3nFKHenCxf6wxoWqpSMAYPLjoMoyyZyxWf6Pv3hDKvSUZ9U6zgHBCTlzqCRQBKAZLKO3C0os8FADfAvAHJ0/U9hRN1bEAACAASURBVC5xLYN1TpM3RAB8GMDfwqj+XVCTexX4EYD3VJc646ttyEpx/KXGPqQwYyBdeI6MCITYEqqWTFa19fJ//qwvMDD8xLTHziP5/CKfe9+j6QbiBie+JLBZR/aJ9e1gyau57gvB6vKsq2+v2zh1f5EVrePP//VK2jMSAOCZg6UN+ypzl1sqxgujC/OhRdVo4tVWX7ui0R06LHcJLNkEALFHy7MbVUoxHpWCNwZCu8AK56JgM7+W6juNA/hXAJ8+eaJ23XyeGiwPx19qtAD4JIxkJ/7oTRVxE8+ttcKeL4IV9qzt4KVOWGteyAIrCtYdIoiXqaLUAHS2wg4FcK3uQ79MTVbrdPm+pIWfUjR29fQ3v5tW7IZwXJdoNvlBCJWisSoAUvGOyiZraTmGh8Nz+jKUUl+8u61T8g1MxXE4i+2sc0ftouaQb6vKP2OzmZYcL5gLgSPhp7Zl2wgh+ukDGqw1hsCUqlItbJuT12/7BmKyVgAAHEHf41ty7kRllSqaOmYzCwc0StWGdn8umCrWUn2nbgD/dPJE7Zq61635P5TnD5f9FMB7wVr91y0ix61FiY5dAO42eUOfnAiEJaXJG3q6yRv6xyZv6MMraNtysRzVK14AV8cj0jCA1onHLoNt7urBkkwmsArDyTZqC9gAyCjul/NrBqssShWXqmq7JEmtBWAq25h1ecfOwkOCwPswd1IKACzhhFLoj0it41G5A2C6tMd2F15K49pTPPdUhbKY89JBpXStOdkG+nMIrJq9HyxosShmf6Bd7hk/9kaH79ilnoAFTMaJYkLCcrHXmIYA4IO4f6i3gUHaVJc6aXWp85/BklPrYgM/D2uxWvFtAPqbvKG3LeA7/VqTN/QfTd7QWitKWgzL4Tu1qRrtSKhaG1ixThSssvcSgFNU07YEBkcywfyoSf/CCja/U5q1VnbM21GvqWo6fkg+mGxmLdgexQvWNRvG/PcF152+oGPAF7kz5I92AYAocOXlxe7raVx7ipqt2SsxCyBjBa5hsErwHDE/VpG1wW7iz4GpMixlGOv0zzTrGx2+Y6fujB67MRDKBCsyJWCy4nr4ThkAXgBLchkYLImTJ2rjJ0/Ufg7AH622LauMvAaTUgDwKQDdTd7Q9rl8pyZvyNTkDf1Wkzf00yZvKH+F7dOb5eqYukEVeQygTWCBdR+Y73QRwCVCSN7NV06Zw/7xs5MnEKbe04F7vhQAQLRaKnM3b7iQzsWpppVJsfgeKRrbK1osrY984F2JrXW1R/3+6LyFdISQbDGnUOKs9i5iMg8CgBaP7tOkRNrJO54nIatVXFRCK1VEnoSMpNRDTx6YosAVsL+jpXR0Tn2maRRFr7SNHD1713+ssTuw5Y220YKGdr8DLB6sh++0AcCnjr/UuKbk7teslN8sCIDM1TZiFQjyhPSYeBJwmoRlkzdbIjYwCaoTTd7QtwAMVZc6v9zkDXnAqit/GSzYehzAm5u8IQnAtx/ggd/L8TdzF6wKJQigA0zaYrq2aCdY4MMJlozaCZZU3j7xbxgsEF8E5jDso5T6Jd9Ao2B3WTirfQ8hZMEOJo4jbTt3FeYLAj957QVvphrFpvN3xxUAZHuh84LbxJHLt0cWFSTpHg5H89xpN1qlhUapaVkvYLAW4DBTUq8Bi5DYk9T7qsgAFtCcrLbXM1CnAPhLAD/RcU0Dg0yszRlLy80IgAGwAo211i01SSaA/w/A/2nyhr4E5gf8EEAO2L39MbAE1m4AG5u8oc9UlzofZGnr5fCdQmCFCB0AYgDawaQ1AABDHV2XQemkP3MKbCYgBZOkAVgA/hJYJxeVhnvrJF9/k6W4PCi4Miyc2XqALDQMgXEBrEhBBPssXzAYFo7Je//pxy0KgNAHn65oIQS+3uHwogoTIjFl0GU3FS/m3DRYi0FKAx0Rec55bGvWpLwkztwZOx2MK4tJiicrpDyLezOj9fSdggA+efJEbbeOaxoYLJu011qGI+izivywx2YKg90v1yIlAP4ZQHaTN/T3YF3KF8F8pyMANgH4fbDPma82eUP/q7rUeW21jF0iy5WYygGLJV0Gkx3uwrR9MqW0fqxv8Fjjf/wX9j779Cl3fu6RTLvIHdyYWU4pRTCudP7XTxs7+7v6slRZEf09/QcAvDZhrxPMH1qQrA3F9buefuwYIQSyrI4ripZMNWgGgt1Z56jap4BSb6i5sVdwZtwhointPb6qUidYAavunfyT8BxZT3Nk1zPFE18A655qBpB297ms0mSFlNM7FfX0nXoB/MbJE7Vrqnj1QUlMXQDwH2DD4dcNu/Pcow6TsH217UiBool//zeAeJM3tAHA7yU5rhRMcuEvm7yhr1SXOv9kpQzUkeWofJgMfCTAbuZeMOm+LWCtoYNgjhYAuCf+7QYwmax0gAVj3GCZdFApfjPe3fYEADiq9p7hbc6FWpXDW7bk0olZUzKYbnuq7c0CANzsD9V2tA3fDIQSRQudMBunVQzs2ZS1oEOyVEw8Nx5XHtScqMEiOYD5pS+TQpJ3mvhwL6i5VFrBnBcOwGdOnqi9rdO6BgaTfAvACcwsdHjYGQVgBuvoXutM+nd/BSY5+D4k93P3AfhFkzd0B8AfVZc6/3WF7NOT5awaDYL5TjfBChEOU0r51oZz0zu+zRP/BqY9lgu2mbz3XtG0UNzb9igIUV3Vh29CEBbaXPYB2AwWjJ/smko1wSQAyPzmz27zYFWXC88GnUW22+J12sSVGPrdi3t+qMFDDiEENSWujfXt/gDu7TtSJZnvpOeMsgtghQc+AP/r5InaQR3XNjAAgL8G8E7ci2889Jh40vq/n6qoJIQ8CK95UsrtSwB+CsADttebzVsBHG/yhm4AeL661Hl6hezTi+XymybjThGw/cEw7gXAI5iWWIqFIpo7H8hzmkWA3RvcVnFTXXVZ34uvnZsu4WcDK9wMgBWH5WAeBJPpxs43PVpHCEE0KnW1tgwSpDi2hRAigJBNzp0H7hBCFjWf0OOxXSaELOveKKFomZTSCCEkmdS0wcMJB1agpiLNxDIhSX0nPRtzfg5m11UAf37yRG1Yx7V14YFITD1/uIy+eKbrfWCZ7U+stj0rhaRqa+4NkwIWJE9KTacAwO/8P/beO7yt7Dz3fdcu6AB7pyhSvVMajShpNCONHdvjmXHsOLavE8ctLpfOnbSTe3JOYif2SezrnPg4ceyTSaIk4xTHicvEJcf0xFM8piSqUKIkqlLsBHtHx65r3T8WwAoSoAjWwe958Ejc2NhYG8De61tfeb9mb/B+dYX7u6swpnSyks6VPPCAkwvTmSsGZjsVHeCSfnMn0yxwp8wRRmlfpKvFAwC2LTvOiQ530kyS0tKsZpfbekoNR8YaX/yRV1fUbYIotJbv3z1cuL2yxFOYn0rvA1Janu3331v6GvHPP1JzVxKFFS2pBoDqwqy9TUO+ZoOyjGTaGwcreJZJvNowJbbk2Ar7fUpnQDG2gQeHW5F44fOwvLuutqYl+W4ZMjwc1RXucLM3eArA9wA8s9bjWSUc4AvrjcY+JK/u2g7g883eYEd1hfvSKowpnaxkUs9ecNtpC2LBvtDYRCc1zJkNieP9n+baQ1WYzpptQyxI5dzzyCUiScmqRXRwudj9ZjjYGXpwQwOlRUSSb8h5xSFrUfkewWJd1DkTw4OHrOz9xM/v0wgh1uR7LhsJ/DN+Q/f7fSPhtEplZ3bm9p9rm4iwpfVPoOBKDi7wasYxTFdLLRcNwMn1luWbYXNRV1vT/ezZxkfBHXkbIcll2RiUuVMrEF53PJ3keQL+Hf5Fszf4i9UVbu8qjCldrHRgqho8meYgppN3boFXogMAPFrQ8thW9/Vst/3kzANUVBZvI4QwxhgDcBM8KMUA9CJ5tcjYsfe+o0AQBXFiIny9q3M8N/b+l8Ad5zWIJVovehKEbAeXUEupQiuOKJJgZVXeruR7Lg/dZFlNXv+toxVZFYSQjBzyG4fD4MmGO5DC7zhOTWX27YaOybitdBP8Ok2Xv/J6XW3N29N0rBVjQwSmAB6cAvBfnm/o/jyAv8bi1VPXwEtJd6/G2FYKxaDL0alc7wyDZ7lsNFai3Ca+wBIwf9EfAM8EipMPvsAbBXeiZMceHgBHGGOhwPVzU5IuloLSmc2qbwOYiP1fxIyF4sCA/7Go3/9Kz7n6/YyxRwCAGmaJt/nert7bLd2Pf+T/CspWy2L9psAYG/T7ow+1WPQ4LKvSB0QWhayjxdlVVwYmw+COqgxvDLLBnWop0zupjAQU4zSABvCKhXQ2l/eDS3dlyLCiVFe41WZv8B3gFcvfxuLB1VfAjeD1Kh2cCnbw7M/8tR7ICnEPXLZmo7GSpcp2zLGdosHQ3B458eo0L/j9Nxd8XnDHHtPSG4KgiA7XzESZy+AV7QAPfMblAmUA27Tx4VejXfdPgDviwQy9WBvuhT4x3OQ+dLIgBWdfV/y1S0USyWrJnFcAyFT1vsFwWqWyrXn2c93j0aUEpgTwazKegZ9KYluqNGeCUhlWg7ramqFnzzY+Au60/z+YlmpKxPcBPIX12dMyJShbvMJlE/A6eNBkI7HSEi9ZmF8Rq8/84/L5mycvn7+JisqSVotFNsbHfLmhYCRH1414Zd0FTMs+PsCMoFRWUcF5q9NBGWOY6B/MNzU9boflX/637/dvffNbfjrp15/EdAAuLoOcSqKOGXu/JdtAgiCohJBVWSOMBLVDrSPhht1FrlRViDJsDvaBXxspJ+U0dvsOgCf13AKQ7mT9DSFnumECU3GeO1U5AeD9zzd0fwbAHwL4APh5/A2AbwFQwB3wAoAXwB3xLQA+CR6Nt2Fx42LdIJIVrc5Za3RszKbs0RU6bh/45xH/TOL/DwLoAP+8XOC/awE8im4Dd5YMARhijIGq0RHwTJd4+agP3JFFY/+Plzyb4JkpDICDqlG1+/q1U2Dz9U0ZpZWXv/WD/zz01JPbsooL52WYaJrR1HJ/eIuumyVYWlblFEO+SDDbuTrtn2RR8BQ6LPUjEe2hyr8zbFiWVFLttkmmQDBKWcqSlktBq6utyWhPZ1gVqivcDLxh9Elwp/ofAYhnTn0GwKvgTvZL4A7+r4Jnuk8A+Ah45W4hZidJrGc2nG27BOISERuNKNLfK1bBAraT1enwg0siM/B7P8G0/WQFb1A8s7JuBNxOEggRVEJIH3h1BgXPeIz3FlTBHe5gjO02AhMPol33fw4JerkxXTsavHX5Nde+o0cE2ZLo2jkHHgiuij2WjKqZgzartFr9UHaD3yNOJtsxw+ZBWHoZxTj4tbUSNnZwBY6ZIUNC6mprTAA3nz3buBW8V/ZnwRPVIgB+CzwRWqqrrbn27NnGJ8AVY26AJz6+GzwJYi+WkDW/hmjYGON8WNSYLbyRWCmf0xj4953I7xQCb+dgxbS/SfB2DwrgtnUg9ohDELOdQKCKotQCQkxCCN3z5GNbnTlZFQBgaFro+n+8fCGrqID2333wmKV4S9ekX39zosExxk6G7jddcO09eipBn08K7vA/hofsIavrZj5jLEAIWbJ88sPQORY5vr3A+UASyIYumMiwZFK+3zDGaLZdvjca0o4i/UEpYIPYTht28f7cqcp2AB95vqH70+ALxu/Fqqpm8v4Z//8qADzf0P0MgLrVGeXyoCufKbGW/Ft1hXsjyu2sRJ37You3EaSYva4OdDeogz2PgY+RN/pmVAeEwwl2F8GvG6KNDf5ntPvBYuWdI3pUOXzv9YtdWw/vv1q6d+cxAKCU9QwPB3oH+v3Llui42DIi7ilbvSrnHbmuUyORCR2JmzRn2JzYsAQponyX5U0Hyzz1zX2BlXCuZBp1Z1h1YovyRgBPN3uDewGUV1e4X5mzWxeAd874+wsA0OwN/ncA/3NVBrp8jLUewArywgZ0rgArYzstuHizuV0TSE0CQwGXaY1n595mjO4Ar0JPZHtZAZxmjOlKX+cVbbh3sfmhlenqk9Gu+w2WwvIcOTsvLiV7B9zhtOwq3P6x8Pj2sqW2AFoWmz2rPsMcXFbRDu7ITDXD/M3g80xNsh0fgoztlGHVqautoQD+z7NnG38EvnbW62prrs3Z5zz42jvO7wDAs2cb/wXAr6zWWJfBZl8Pv7DWA3gIVkpbcbGATg9Su3cPgQe3joPbUWHJapVOf/T9exLtLFksrmO/+MwpXdV6J1X5npydv6DviCrRazQSelzxtp2z5JeUiU53vAf5Vcxud/HQ6LrZZrFIq9J/lzFIbcOhib0liwoPZdh8xAO9SRURCCHCo1uzqi92Tvb6o0Y6q8zjbAgJ0w1fkfPcqcr+505V/nuCoNRC/AS8AmXdY1C6mZ0rf9zsDb51rQfxEKz2NZNScJIxFtZG+g+Aj09F3PlOhAWDWowxPdrXcTFJUArgTpviqD9wsqX+0rEbP3rlHGMMfX2Tg+kISgFAY/to6WhAuaYbdFUWnZpJx7D5jfAMs9kBfl1cT/UFpVnWAzkOOZ19oP4MXFIqnb2qMmRYMtUV7vsJglKL8QL44nMjsFHG+TB8o9kb3J58t3XH6tpOjKWa2DUA3n9CAne0xD/bBQMwjLGJSNvtB9pw7xML7RPDACAagcnTkfbb+5S+znjjdRem5QCXxY3WMU8wojVRxsbScbwU8K/S+2RYJ5Tn2B99en9BfkWu/dwSXlaCaenwdPAcgKq62pqPpfGYGTIsibraGlZXW3NpblAqCX+5YgNKL1aTso1YjZ0qLzd7gw8lmbuGrGc/bTe4xK8M3lqiwJm9eJIMA+lq7Zggcnb+gn3bGGNquOX6PgDQRgdOh+43FWgTIzfAk3mOgFcgLpuxsXBU183rjLFVaZvisknaarxPhnXFaXB51wvJdgQAQojz2NbsMElfYYoO4OcBFNfV1vx5mo65oqznG96K8NypShPA59Z6HKlg0JQX1hsRAcCH13oQD8FqdwZd1EhkjBn65OgrgevnZGYacYvgCoAKYrEOg5CE0nqMsbFI261Wbag3WbnoMDBbymyyb/B07617l8rLc0qtVqkv1RNZjK6RUOUHv1r/6C995fWcsKLfjW//x9fbLvzpD27Vp+M9ZtIbiLam+5gZNgw7wGXKpmCMDSu62dQyFLrY0DHRfm8weGkyrJ0HkHtsa1Y6qxMe1NXW3ItlX2bIsGGornCPAfjKWo8jRfTku2xYPADes9aDeAhW1XZilCW7bwcB/BjAthnb+gE4JHdOKxYYL6Nme+hOo2IEJg4men4GNzA7K1lUh7wnjKD/Qey90+IMud8zeeQvvnPr6N98/26UUjYQ397U46vvGA1fTMd7zGEzB30zLAAhBGXZtmLCr5GZ9ID3YLsKnsTWEPt7C4D7aRzC9bramu40Hi9DhtXiCoAfrfUgUkE36UpJx60HdmC6F9JGYbV9TqkwCG47xeWNKWIyzYXbt44v9CJdM5tuNfflq4qxZbGDm0HflRn+LADwRDvvbaG6FgGvxE0LgwP+x2819z/S3jbayRhTAIBSShtf/NGFsZ6+2+l6HwAgAC3xWDdy794MD09cQnxo1kaCdpcsXtiT57p5oMBzv9RlOy8J5JZFEqr3lbhSCmSlgA7gal1tzXCajrfibFgpv+Xw3KnKbz7f0P0ecP3fdQtZl/NRWklLUGOVWVUJHYss0EPb8y4zBmKYVGjt9e+MqsaU5p062HNZHeh+K3jmSj64s+M0ADgq9zwghMwrd2bUbA/dvWqnqnJg7nMJ6AJQNG/jteYcUZb7BcE977nlEFIM9cP/+9yoZtD2vWXZA7e8E3uzHJa+bzV0Xnz74fK92U5LWnpUjEe1VdW+ybCu8MQe9bpJ8+8NhqL9PuVRzPid+6PGju7xKHYUOBp2FjrTpQn9DwC+l6ZjZciwFvwBeFBkXq/BdcZmN54ytlMSBFk0y/bvvswYI6ZuSKOdPQepac7sn9EH4BkAneANt0OIVTHZK3cnTBygmtoUvNO4G9RMJes6kGCbFOm4G3Zs22tKnpy0/kYjumn+5O7IoCgK41l2aXI8rD8e1ellQsilrbn2o6JA0tU7JC3Zyhk2HjkOeddT+wtofev4lahOBQBuAHswWx45Pjeciz2fDv4QvBl4hgwbjrraGvbs2cYPgkvzr+seToSQzZ6wvtFsp7WQbVbBkwsIuHTx3HYQueByrV4AeeCVTBVEIGb5/t0J18vBoHKu9cHI40ihIEKfHLUm2JwffnDjknNntSBYbamfSQqM9w6g/9yrXZJFjlidjmhobOLxwZb2ejUcaSzdu7Nm6S0W52OVhDFJFDK20xuXx8D9sy1OWRzfk+eutMviDvBgOQAg2yajKttBrw5MNjmtaQnPRAF8ClyGecPwhgxMxfgnrPPAlLD5I1MbUat+JSsdIrHjE/DGqfA4LOzpE1vjWSlQNOPOn//b9THDhAhC8o2gjwB4CTwY5cQMHVPRnT1lIMSbPC7RsQIk6NVhK99+SbA7XAN+YY8g6+luZt4ZUownAaC5Z2IHAPjCWsE//LQN327ouvvnH63xVxW6KwHg1VsDTd+73K08/8mTp5ZqODCWkfHb7DDGENHMft1k0WyHPEuvN6KZQ009PjmomvsXO0bHWOS4atCfgDc9Xg6vA/h4XW3NRuwNkyEDAKC6wk2bvcFvAPj8Wo8lCZvduZKxnWIwxmDqeggACBEkUZZsAGCx2cjuJ45PSaYGq/c1XH3xR1ngQSiAL9peAvB07G8HABDZMkYkeaYjJgjAbQR958IPmh8HWKq/rblGScSx40A7iGARne5tAOxLOc9kFJd4ehghZwzKMB7mBYMBxTgVGArBOxG9fLIqe6dVFvMA4P5Q6HxUM+kjFVlL7Z9o4o29bnxDwBhDQDE6RIFYXVapfOZzvojeqpvUAi6ptBgHkZ7s9q/V1dZ8IQ3HyZBhzairrfE/e7bxhwDet9ZjWQyRbPr7+0aznVZyzUgxXbltwXTQ1IrpaigAqM/PcXnGJkN7XA5r9yvf/HTgs9+86HvlxZ88FXveCQB5FeV3iCDE+3rqAAzGmHVkJHihr9eXck8oqmtzAlOk37n7cAiMZhHZkq5E0SkUb2uIGsYJzTCgRXjB4GiX98xolxejXd76g089eUKUJCsA3Kx7tT67uFCqPHro1KIHnYMoEDXd486w/iCA6bFKrRHdLNIpy535XKHTercyy+GxiMKCvx1CiLCvwJ13dyCYDtWP36yrrflGGo6zqmz2xftivIz0ygykHZKOMP36RlzrATwEKxmYijfIc4I3UI3KkjBLk9ZmkQ789nsPdT2xhXgDTfU3zaDPAuCt4E6WbsSydEVXVgshpIgxNhjtab0SabvVYwQmzwVvXT6yhKBUOxJkx2qjA5Cz8g4Kcnqql2J0AlhUdiaiGvs/dfZi7h3vZAtjDAcqcsq6R0NbX3it9fxir0tEucfme+iRZljXMMZw3euvf+nu6FB920RZWDP9AGCYNKzo5li/T2n6Weu4LaiayWQsexnD5d5J5akk+yXjKoD3ZIJSGTYJ/4T132dmI9oWS2Ejnt+K2E56VJk49/Vvuc59/Vuu+hf+Vb7/ekM9o5TNfT93fu6JUx9670jJnh33AdwDd74cAQBRklri+1vySx4QQogsCQ8++LZd904dLL6hDnnPhx/cPL2EoNRVzG8e7tAnRiblrNwDRJQcyznnmXg8tjtFxe6LWVn2BWViIpp54qet46GoZg4zxlhplrV0KKDWDAXU5iW+nQguUZhhE2JSpl9on7jw0t1RX0PHZCWJBVc1g/p0kwbuDwbPX+7ybTNo0qDUffD1w3JtpxcB/M4yj5Ehw3rha1ibCpiUEQSy2QNTG812Wkmf0y1wn5ML01VSiTjosFlCZ7/4iZu/9blfG/ncK51FEbs7H4AJQZjqwVx+YI8fAKyS0HR6Z+5QrkO61NU5fnMpQSkjMHnO8I3NqdBiZVQJByRPzj4iCGn7/rSxoWvKYM9FqipVC+0z0TtwpuEbLz6gpmlQk5oFVRX2zms3d4XGJ7uX8l5hzdyi6GbTsgedYV0iC2TsWEn2tcfKc9UDBZ4ckzEHAFhEYUQgUA4WeM7tynUds4jCooFVv6Jf/c7NwVDbWOTEYvulwB/X1db8/TKPsSZs9gloQZ47VRl9vqH7I+CZ7M61Hk8ihM0vR/POZm/wJ+ABlVEAxwF8uLrCPbimo1qclTAqzwHIwux+BE8A6JElwYsZpZ4AvA6n7a1veusxUEYvvPQf54+BOwmvgweorgPwSK6sLt0/PhzpuHdMJOzoU+944uUf/7D+mSWOa3LOewMARId7JRo4hsFLXZPh+ZPv33pAKWuaCKlHAeC7l7pLJ0Ja/S8e37plR4lnW7IDAIBVFBOViq81DJv/ml9xBvxq01BAjWeCs87RsHJvIHhbp6wEXO4yB8kXJx0AqsD7JCyHBwBO19XWZPpyZNgUVFe4e5u9wU8C+M5aj2URNnvS1a83e4NvB3AHfN7YAeC91RXu9dxbK622E2MMN/7j5XOh8ckccGkZABAHH3ScGe3uvfXou58OOWY34m6yOh1v3nPmpKFFlXvjPX37QchA5SMHzm87duSJlvpL9ZPd3tycsuLgvr2F5952bMvjSlQJ/ehbF7qUvr6lVsxGAMzTmxHd2WmtkgJAd+wsKCeEZCfbkTFsvd7rPx9UjCBl3K677vVXVObZz1fmOXY6LGJxsmOsYyg2/zW/4twdDF4MKEbcdgrf6A10R3VzTDfZHvBA7ikk/5wvY3a2/cPyHwDen+nHmWGzUFdbc+HZs41fAJemXJeQzX8f/V/N3uAIgGvg60GlusL9m2s8psVYifsfA0+emWk3uMHv25cw31a77R2cOFP76b+fOPFLvxB1ZHvKiCSNO7btuyXlFByJtFw/ZxdMV25hjrm/xHWlItd+fGR4wnv5tRssKGc/spSB6f7xRH5pKrqy0tqfyVSiA9HulkdT2ddQtUN3zE47yQAAIABJREFUX7tQP9rZcxCxhKNr36sLbj1ysKH84J6DstXqSeU4uslU2/rT6snYTmngQKGn1SqJjwEAY8x/uCj7hiwQpywKhxhjZqK2KnNpHvDXf7t5YKkqBon4Yl1tzefScJw14Q0bmAKA505VXn2+oftzAL681mNJBCGb/maRC+Btc7a92OwN1lZXuO+sxYBSIN1GwiSAkzlOy+XJsNYAHpiYmiiCET0yHFBfpowRgzLZpMyQBNIlCQSnf+5Y9vDA2I+uX7v/JgBvAW86XA6gUh3y7sQQ4HTafb/7h7/ayigr+fEP65c6rkSVVaq9anc6Fp0zMcB1ilNiLKAcm7NJeO32wJnz94c6fvh7b4GQQqGhRRTS7SBKBZptle/5VP0AAOTbLTdUkzrdFnEkpJv5Bwo8js7J8FBIN3NCmrFzDca34RnwKU3NfYGZ/Q5IUDXnlk2nknE1CmB7GobkBu+5kOmPkGHTUF3h/m6zN/hPAD6y1mNZgI2WFbtUqmKPt87Y9p1mb/CT1RXu9aonnlbbaaynr9k3OHzY4bQ3GRrqMcNuMlQN9392Mbz18IGfUEqZrqhWgDFBEOutTgfZ9+bHLd3Xmuu2nzz6tCAIrgKXpf5N//c79tplsZAxdpAQgqHBMe9X/vQb1DTMpfbJ6QYwPyuSCO2W/JK5VVTLQpbFCUwH5ZLijxpzG7/ndI9HnxgNapfO7MpLNTC1FtdWGLw3yG5wp9l1AFaLKARdsujcm+/ednsk0KdT5ogaZsUajG/D82A4dKFvUplp2zsDijHXdkplTZouyaJK8HXBaJqOlyHDeuCL4Ov1k2s9kASYhJDNbjvFpeambKdmb5AA+J11mtizEsnQ5wkhO50O6/1QWBkEl92bCpkINqdPsNlfNsNBynRVBr/v1wMQ77xSr1Y9+eQ9b8/kWy15hSOP7i489+SvfPyIzSK5GWMghODu7Y5b/3D2+1uspZU2W2nSnJkpqK7d0EYH5lXjCjbHFdHuTOv1QqOhEQClqe4/2tkzK2BATbqt61rztog/UL//555IKZigmXRea4xVYBQ8UWoruCpTO7gkM4ltLweggQcp0xr8eyNAAHNvvvuCU5amfgOEkBKHLJbM+Dule2rHeCRdSgqPPHu2UdioST1v6MBUjD8H8MsAjq71QObyBpDyS8QJrO/mlGn7TiSReL/3X9+kl+c5Wa7burfq114UGK/mCALwAEAgot9q8voPgcvc6eAL86kqjmff/zbP6Tc/euP5r/zbfl03ThIC8X0feKq+7YHXxRg1f+lDzxRJknh4fMx3ZYnD6wKQKNPFCsYiCbYvBwX8vJeFZtDtL7za+uon37rbBj7xlmOB4EKWVdoH3hAwf7nvmwiBIGITxVGdUpdOWZ5TFjsPFWbpokAOGJTeIyCCKJAjAG6COxjLAGBHrquCMTbSH1TOd/sjc51Ib1gMk0aGAuq97vGoopvUkuu0RPOcslM3mSEQkJIs2+6RoNp+qz94GOmZ19JVFegF0JJ0rwwZNh6/DeAZrE/N/s2e1JOIagATaz2IRUib7WSVhKafP70v+/1vOeBXFW3/5//gbCGAAcxwNPiHRs/f+s/XHwd3qAC8gXfczjDe/KkPA8B5gaDgWGX2GYEgsiPHVT8e1TwXrtyNvPC3P9wPvljvWcLQFPDATYIgD7Ok26S3WMQJQsiybZiwZp4c8isvFWfZ4slIOwCULLD7nuW+XxL8AHzg35UHPAhVCG773gT/To6Wu+0Xt2bZDxJC3ABwqChrj0lZS48/cmkgpKxHp++aoBp0YtCvtPaMRxkA5Lkseq5TdkU1U7HJorXIbdnbMhy+5p2Ipiy3lIRUpcKTcR0brGl3hgzJqKutUZ492/irWJ/rAgObP6knEVvXaVAKSLOKyrYd5efe9d43l++rLO4favdm/+GXv/UIePXYVPWQnJ133la+7SgzjcZw+x3BDPpqEKsAjwaCLfn5rlJVMS5BM+jbT1SctklCf7nbfmNS0d3fevF1/09eunQKgEwkOeW1OGO0P3j7yi5QOi9pmFGa9t+kqUTS4scabut64n3vOf2yJyfLNhLUxN7J6AHdZFmJ9u0Zj7rznJZET6WLMfBgUwF4D9MLAPaD28U3wO3SA+BJ7I9j9rV+FUA/kveOfMNgk4T+Aoe1u8hptRiUqT5FZ0HNcDlkMRLWDLdP1XceLMhqcluldFQ5oW0slI6kKgbgtY0alAIygSk8d6qSPd/Q/VkAdWs9lrmQN6aslwDgN5BCc3XFgACu2RwB8G0AzTYJK52RkLbvRCREP1SZGw+cdBICJ2O4CC6XAQBgjMWv0cfAHS8+8MlmK3iAipZXFFV9/n/9hvfGtfs+JaqxmpMHn6w5efA2eLAjFwBcLkfCiXIBmpE4KAXRnX2OiFK6FrBThwWv0Fp2FdOwP5qH6YlVAdAEHviZlVXMeOAhoZxfRba92WWVou1j4X2aSVMq0Z5Jqct2aVuO8yT4dwSTslZC4BQI2QYAkiDsAzAOHmycJ19ICCks99gLc+2WSwKBaFKm3xz2H2PTjUk3LRHNHOwYDbc5LKJkl7nc4t3BoKybbC9mGM79PgX9vml1vLuDIcx8Pg2kQ+pRAfBzdbU1KyF9mSHDmlJd4fY1e4N/BuB/rvVYEvBGdK5UAXgngB8k21ExkAfgz8CzJ78DoN0mrWgvAyCdST0C0XI99u0ANMMwA7HNfszOgCWxx5PgTsAAeOXqIfDgBgGQzxjQNhJuePf+YjPbZjnz0kuXLr7wjZ/UYDqDeCnrpEYACe0ja3GFF0Baq3k03VyKXbf4sUzmBJeQBngwrhm82neuXRZC4oSeCLh0rQae6Pcw68t6AGfApa0peC+wrZiuqD/skMSeA4WemxZRmGc7iQLZU5Xt8JW4bVcIgKhhqndHg+m2V9clkxG9dcCnDNktouywiI6waoTbR8L5JsNOzJDWC09E4Z2Izn15Oj+jdCQq3AHwsUxfzgyblDYA/wLgg2s9kDkYSM/aZ6PxjmZvcGd1hbst2Y6Kgf0Afh9csvT7AAZs0or2DUurHzA7x83Kygu3UUEwrBY5Cu57mSVZz6jJADiIKD3p2n34KtXU8UjX/Q4z6KthjAmEEM+p6lLsKXJmAbheXZgliQSn/+IvX6z/2aW7T8aPQ6OhlKpnGWNMG+rrBDUTJePq9oqdaVe4Eay2eVLLD3soC5gz12k5leu0oCrfcaO5LyCPhbT9mPPdWef0jJ/BOHilPcPD+zGuAoirCSkAboPbYfHP7khsWwTcxprLMXC77yp4YreG9NoF65Z8h+W6S5bCmkmliG668xyWiSKndatAyFbEksYBwGVJaNI+no4xMMYUv2IUpeFQ366rrVmXKnCp8oYPTAHAc6cqf/x8Q3cbgHUln9U+GT7UPhkOgN+s6EL/EoBJAhn1WGW/LBBiEQUxz2EpZwyGKBC7XRJTLlddJ3yu2Rv86xQkaSzgN86DAH4XgKYY+DaAT9kkpLuqJ07ajISYJXMH3GFyBFyuZJZsDKVsdyioPnC5rbvBDUYZ/EZoAnjNMJkVQI0kiWXHThxoAM8KrgcPbk1d31abZU9xSX730OBYZZJhXcH05DYbQWhx7qpOdxXPVfBzTksW7pW20X3/+Hpbw0fftPMUeIbPUQCDmCHzoxrmyJ3RYDsW6GlVlmX37y1yHzu6Jad7wB+9oZsM5zrHzuQ65C6DMjmgGOVFbmsLpUysyHEM3+j3Hadsugx+S5Z9VsaoKJBdc97iUux8F+2p5ZDFqazfnbmu+omo5pEEokd00xM1zEKdspQlfKbGQjApgHh1xqoX248xBoOyoCwKS5UxSoovordHNNPvskl5YdWYHPSrgZGgWkEZXOAOr4UytVeT5ShB/xTADwH8S11tzUrdhzJkWA88D+D/w/oLBOWCz6txW2mu3TTz/33gCzkCft1vAZ+LC7AEmbR1wv9GCoEp8PN8F3iA5vMAQoqBrwL4wxV0sqTTdqLgttM4pewA3zSvSmkXgBHwahs7+LmeARAWJPFV8IDHPgYQlyTVE9048rE/+LsL99r65i40q8EddsnWS/GgyjwEm+OirawqLQvYGLSkxHOppDQrHXKzAID7g8FjNlmoL3Rbz4B/NlvBE3tmqkl4gQVtaxm82v80uNPOiG07DuA++PeQF/u/BiCK2b2ITEzLLAHcXpvZdxW7cl31BQ7LScIdBgkhhGTbJfE4AFhFwSx32xsU07QLhJgR3cyO6maRydiSE44IMCAJxK9Ttnex/ShjJqVMlUQhXbIsALhNNhrSblMG02ERs30RfWTAryiTYX0H47/NXbHHWvOwDj8DwPcA/Ce4cyUTlMqwKamrraHPnm38GtZfYMr56ZfuBzHbRqJkph1FwEhMlrfUY+vMscvUKomkKtfhqMi2l/gV3b8l275dFoWNFOAiAL4KrgCQDCeADwD4FXB7a1gx8GmbhK+v4NjShsCYmmOTb2/x2H1NJnWDz+ezbCdtbKjAVr5NJYJoBSALFmuZa/fhMqqpo5bAwIO37yuwCAI5CcDcnuO8NjI6WVz7e2ebxiaDs+wfbXykwL51vqrxXJTe9ivaSH9C35KcX3xRzs5LS0UKADDTCEV7O67rY4NpU8n6q69++9D/+/sfuZqT6zlmlYQjNZXZGA2q5672+KcCOzkOuWVfiatqgUMI4IpIJ8DtSAd4xfh28GDSLvBrbgC8KsoBnmAVpx+z/XY2cL9oHBXc15bMBo3bfQCXALyCabs3Bzzxa8nzu0RIp8kYYTx5bkEEApUxkHQnYRPAyLNbbhuMybpJndk2eajAYaVOWdwFLk62pD5oK0TCvrRLeO0/A3gZwI/SNqI1IhOYmuZHAP7LWg9iDjak8ENlAHTKysaj08F4b4BnxO3IcTbaXRsuMHUb3DE0hWKA2CQwxYAd3BH2KvjNeebN1wLgQ+BOsl9ZobGlu4rtQPw/jN9c4tekAV5RwwKBaMDltjpi2wYBDIOf42NXun2kPMfWvD3fYTos4jghpBV8wgoAAKU00tR4r+PKxVvFQ4NjySwEH/ikNF8GSRTvuPY84k5FXpLq2qQ2NnjfjIbDBJAEi03W/eOERsNH7dv23bPkFj4C7oS4giTBmaWiGdT67Yauk2+tLr1cluuMOz16wCWOAgAOBVSjzy4JerZDvhVSjbygapTNPQ4hxG4Ryd7KXOdeANie7+wXCKkyKevp80Xrt+Y64obSzl0FrqZrvT4qEgQ8spwtJZ/kGJYoXVjotJ4pdE7b+Ywx48awvzuim5WpvN4piy1XunzeXl/0EAOqDpd7XndaRFeWQz4GAEHF8N4eCPb4I3oV4/ecXAAOi0huSKKglmZZjR2FzpPCEvTHGWOYjOgtrcPhkYBi5Hts0phqUDmsmScwfR2lNP414GH6JHQD+NW62pqfpXcoGTKsT6or3KFmb/B18J4J64mlOIXn3f9j9GHjBaYuzd0ww3YqA/AZAH+P6aBUHFfsuSCAP12hsaXNdoo1aD8AAIyy0dix74IvvAOestJrFft3it6bd0PB0fGDgiSFy/bt9BJBIHaP21q0s+oMuD11CYzZJrq96jNf+NtRSukBIsmTABgzzUkwOgBuEyWrdGrH7CDLFILVdsW5+/C+RM/NxVQiffrESI8ZDQeJKNqJJAv6+LCD6dpO14GaoGhzlMmyOLZ3X3GfLItz+/8sC5PBfrM3cPTNu/NaJFGIJwqFwCXVDPBM3n5w260JPJFvZoAn3osCmP4sWOw1e8Fl+FowQxEAvPrfDp4xXAYuO7MgkkBACEnZaUEIESuzHbM+J8bY+KX+CYWy1JwADkm8Vt8+HhgNaY8KBNojW7LOO61ittMqHWSMYTys37s3GPSFVHM7+BokG+Byk7JI1Ko8h1yeYzu2FBlHSpkxEtLutg6HwopOs3Od8qgvomdpJjs8Y7fKlA+4uoSw9F4VVwF8pK625v4KjCdDhvXIdcyRn10nzEtGZHP+iP/d51fK+vxcueJany++h+cLb9+zEdU9FrOdjgD4OLg6wO9hti1TBOAFxcCwTVoR5aW0+pzynDbr/gLPQQAwTPM6+Lx7DsBpQSD9xx87dG/fwe2WH9/yD0c1s1KSRDM313GeCIQ4nVaPx7Pj6ddbx31V+Y7zW7Iszm/+60+CL9ZdBngQZRIAgyAM2EorA3JuUdJECapGG7WR/kS2ExXd2RfsFbtSSugxQv5W3Tc2TJVoSLBYnSCEaKMDBaA0y3P0TDEhhBjhQHu45SbAaForgZSo6v6br32n9L9/9mNjgiDkA8B4WJfKc2xXDZNJQwH1SL7LMqYaNGiVhB5CyFHM9rNlYVoCN+5b0sB9fYfApfec4InnO8AvwfrYayZi2xZDxNKDPQWYX/18F0lstJk4ZPFne/Pckk0SjumU3e2cDPcHNaNENel2AKzQYW2qyLJTqyhsA/c7OQFMaCbt1ChTu33hXL9qpGQ7xxEIIgUO650tHjskgdgnFX0i12Ypi7XOiLNogGyNyCZ4qIZyPwDwqbramuF0D2ityASmpjmH9ReYWja5dkuyG9Z65IvVFe65WhONioEvAbjKGOtiDF8WBLKQbN8HFAPfsEn4zxUYW1qNBM0wuzWDRq91jI9IArHrJlPAF2l54FkSxYODgZH8ApdusUjxhuez6JtUdvdNKv+t2GP9uxd+uXpKjsd+5Ne3gGcVxye6BwCGYueQ6P6XhxmBshnonupTu4kgJK0ioZo6Frx9OQLGHgN3OswyKvSxoaAlt9AEn2iXahyEwJ2FDiziKKKMCf/P316q/sqvHm+oKnQ9Rgg5junvzVfgtEar8p3B0mzb4/1+5UJYM9orcx25V3om1JGQVliV55xnmAuElAGAKJCtW3Mds7J1HRbp6Ba3/aJu0i2MJc1YDYEbslMVXEtBN6n2Stvolad3Fz5xuChLnIzq9UNhJdcqChGLKOijEa0iapgVOVbpVvd4tJcBpMBpIXcHgvD6ok/Hj3OzL/Amfl7oZIDIWGLnm2ayI5ppon00gq7xaEueUx6WRQEVufYSl1UsHgtpHcUe6xHNZBMEEC2SkMUYw3BAvXmzL+ChDHsQq4abiKxXCe+ELHVu/FsA/7Wutia4EoPJkGEdcw7rLzC1XIbAexRuJHQAX5i5IZbI06EYeCeACGNshAH/IBCSl/AIwB8rBr5jk9C1AuNLm+1EGWOGSbsMk0bue/2j9so9LiKIQWbqjZIntyKvJDercFv+0byKsruCIOQSQUhkL1hURa988GBkoEk33+Y6NFWgTKmuXQ/eunQY0z0qr4PP3cBs28kEnyu2IpEEEhHaXQeOH08lKGGEA+3h+9eLwAM35zDHPtInR+9Yyis9u/cUdcmymLiqfQFCQfVBe/uoevBQ6Q5xkUoegzLXhY5J94mq7Gs2WXw0Nob44IfAnSUquF13AfyzyAK3yeyYX/lOMB34PYz51IBXUO3GdKZuQiSB+Ceimj3X/nA+z8moPnRvONh9qjL3xPHS3AejEXV4LKLluSyinwEYjWg7NJMWFjmtDc39AZ/DIqLAaREvdEzIoyHt5wCAMniuef2VAKhI0EoZ3GxOVVcMh2rQo6oB3B4IonUkfM1lFSNZdpmUZ9u2EgJRNWgw12nZE9XNEVkgTkkUnJQyo3sierVlKLQTM6rHRoIbSg14KZUSOoD/AeBLdbU1a9EYPkOGNaGutsZ89mxjA4D3rfVY0onbKrYK3PG+kegFT9iZQjFwCMB3FQNvAyAzxgQGfF8gZKGK2bOKgZ02CfN0UpdJWn1OiqoZqqZ3qJoRudj0IAig6bEnDgdKywsaq4/s3mt32CwAzhRWqBcud/u2EkIq5x5DNWj+5esdBX/z49cINYyZibiG6Mq64Nx9+Mm4zaMOeS+aSjR2b2eMW08MgsWmiw6XHO1+kMgugGBzXHbtPpySj0gbHWiM9rQ+Cu4za8bsymuY4UArkSyu8IObJhhNXsI1A0th2WVLQRkL3W1ctG/l+Jiv7O//6t/vfPjj7xyx2a37dhc5T8YTuU3KOgd8ii4JRCKEnABPvlcwrdAwifm+NwumK9nmJiERcNs0AJ6cn6Cn6SyCwMP/LifCWotuMq3IYz0EnmAUBrf7fLFz2AvAZRHI66Vuu6IYJokYprg715VjlcQaALCI5JE9+W4wxiKU4YFAUEgISSRbmGeVxDwrgIOFWQhpRoPJmDkR1eTRsLrTJotjmkndikHLrKIwqJk0jwEWgSBcle1sKnZajxFCauIHK3BsmMLNeYpZSfCBt7355marLs8Epqa5vdYDSDcE6LKIwnqMDCfjO83eoBfATwD8E4BLNln4H4pOvwt+g80CYK0scPRY5QULOD4BrO/AlGZQsus3vl8Z+zNu7NSDTzQj4DeebgCVd24P9FdtyxvOyXEmqsZ5d11tzU8TbQcv+20Gz3zIA3cAJCKEhZsWy8zQR4nFuqB2PGMMhBCEW5tbY0EpIEG2uRGYqPHfvNhmK6mAnFd0Wx30hgAGa9EWi2CxJjNmW8F7X7WCf07HMJ0ZP/SeE5U3P/Lkjp2SSBy+sD4Q1QwB046jONkATmXb5XpCiFiebZ8qEX98W/6IQEghY2yhDPqE563otF0zaLLKr3ggqg/8s65AksCUSRm9PRi44fVFx0FgMU2m3RsJ5oc184nLPZMdskAiOQ6LeKDYHbRJoljqsRYSE8OiSVrOdUyYvT4lB9zZs+D5UIZtqZ6rSdmekaC2B0C8v5MBLkEZAP9cBfDsHRcSO6E2EluS7wKAZ4N/vK625icrOZgMGdYxm852AtCF5Iu99YYMoKnZGxwA8HUAP6iucDff7Qv9mUHZ6+AL0xwAdFeJy7JAsMQC4MMA/mgFxpc222kyqJI/+cb1KdvWkl8M8ISe/QCGJyejzq2UPRAlKQ+8MrsKmD3XMcZCra0jHbpuCuCNoeNyyl5tbDAKxu6Dz9U54BmpieTf+rHI/ApGk1ZGT9lOLTcBvjCNz6uzUPu7drHJoaFg7smIUJTf3NpwzbC5HGrlI4cKRFlaVIZ8fDw0bJr09J07A025Oc5w+ZbsxwkhAmMMkbDWdrQqp7Oy0HkQDJpq0NEZq9yZ31lx7NEU+3tm0tEIuI25lO/YAP/cjy+2EwFMBoi5Nrlta7YjpV4TJmXKUFi50ToSDqmGKVEG/XLP5DaDshOvtI7elwSiFbqsOFjiDoWipliWZcuVGemKarTphx1DZCKq54F/54l6aQGAYCZPQppCNeijqkExHtbRORaJn3sZuEOqEDzANwH+G1vUAbbO8WOx62E2N8GrpG6t4HgyZFjP3MYmC0xV5TpDyfdad2wB0NbsDY6BK/K8trvUfadtMHiOMjSDB9DzCEHLrhK3c4FjlAF4O3jfqXSS1sBU/eV70pn3fXZaAlgQw3fCnqy7bXrh6513h7Nd1uxfe/eBoTy3dfu7Dha/9NPWseMhzZyVyEQp62m53T0hF5RRdcgrg7FtAEbc1Y+JRJTy9LGhq8pAl8BM0wlq1iCxr3lmT6R5MENPqnrAGAMoVaI9rQfB/Q9ezAlKAUD4wU0bGFPBK7Nvgtu54+CBrEX7+ljyS0zR7jjl2vfoRW18mGjDvVPzs5xTcKP242/zVVQUHzJ0YzwQCIUoY06A68PF9xMFsm1Lrr0KPLkHmK30NIKlV/BEAHRgAenoGZjg1VJ3kWJ/U82g/q7xyG3doKogEEE1qD7oVw8DyJUEckcgYNkO2Sh0WyMEsDqtolsx6G2XLAYOFHkkj0UqLnPbdhJCEsolE0IcIlnQDzkPl0U6BQBZVhlV2U4wxnIIISJjzEcIKWGM6eB2h5sQsmF7YkV12sVmyzMuxksAPllXW9O/kmNaKzKBqWk6wTU109G4dV3gkMV+rM+SxVSoAPBJ8Bu5XdFpFfgEPSURYVIWXuC1wPQEkG7SLeU3k9uYnmjik8gFAMWMobizY5zt3iO1ulzWXQAgi6TZZZXq/uVDRxIFpQAelNgGJA0+3MDiN8QAGDMXO0Dw9pVGS26hRpVIPMDWjsSZpHYY2h6lt32P0ts+tVEb7mNyfvFVa9EWXbQ7EwV5QpiWHopr6fvBg1Q2ABU/bOx5y6Pb8y8erso9mOe2Hl0scXMyrOU4bbNvfwIhhQCXf1nsXOPoBh3qHY906yZLKOEzhxZwx4MdvFx5weqzoaDSXd8x3nNrMLCf8f4OI+DBHge4vCMMyrYblCEaUDAQUBY6lAEelEw50LZE4h/gTANko0lfJUJHak7pfwLw23W1Nb6ke2bIsHmJN8tdb32mlsOGKu+cgQRuO3wWQGuzN7gPfCJ0YUbiCQMUsrBM9Ea0nc4DiPcoqGKMgVJ2RxBIPJgSjj2cAOCQhSsDg/6Ipplvir1mCDyAtQPAXsM/8fKM4y1GBxabXwkJgrFsLGBTMEZpsPnSLTmnIAA2ldzSiMQSx/laJJp/66WfzgpC9d1pCRft3HZl+/EjDtlqPTj3RYqi942NhQ8DgKHToyMjQYyMBEcEgfgoZVkAdnZ3jhV99Jk9d/KzbEfsFrEyyTkn6jG1VOm2e+DVV4sGpQCg0Gm9XuqyaRZRcAsgCwamGGMIqEaLNxAZ8avGUQAnVWb2OexiCQHEHIdcPxrSdmgm3auZQPdkBN2TC7aAnABPDFsoMLVcZvZtAPi1sRlsp0HwxMHFMAF8EcAX6mprNlQpWIYMaWaefNxG50CxO9n1v15xxh5fBvDsg4Hg28GrWqbOhzEsFJSKsxJyWitpN8G569B1IghPAIBhMs+YX8Gp8twwIcQJoORoaXb7515+EA9MacVua2Njc79Lzit5TAYgZ+d3mpFgo5xbdJCIohm4fSXC1GiyeZ2Bf7YLIwiLzg1mJNgZ6bw/JFisOqb9Zl1IFIBhLL5trj90FLwf5lYk6G0tZec1CzF/lOhwPWZ3uGArq+oFYxEIQhEh5MiPr4/3frgov8dpkw5lS+ckAAAgAElEQVTnF+QslmxMwP1ic99nqbbTJfDfZCp9ty6Cr8uysYjPiVJmjIa0uy1DoUhYM4+BJx15wT/LKLgfqdDg/VwxEtQSVnFf6JxEVa7j/sePVYQJSZjItWzi/jlCSHbsXxnJbY51j1/RU1HbCYIru319s1VJzSQTmIrx3KlK9nxD96cAfBMP34BsXfGwkherAWNsWKdsAEA8rYAAICDTfzNgQBaEzwF43aSsuGMydMegzOKxyn6XRWL5msXhsC74E/5WusZa/MkXHwPwJfDAwJLKgAEgz2Pr/cTP700URCMAWuNmR0QxBsNRY9ZvjzFWCKCVECIIBMSvmx1EENoqcu3HbJKQRwj50iJvnUr0PRTbb0GnoujOvilYbQkzERhjCLfcOM805Ql1yAtwJ6WApUulEn1s6Jg+NgTPI6c7iSDMDaY9wOwm3ACfjKYmJIMy6fe/ee30n37o0XOHK/MWzZwIq+YBxtgEIeShnQFjQfWBbrJUm3LGg3RRAG0znwipxmSvP9rrnYwGrvb6XBHdPIzZ/QMKZ7w2qZxijHvgDrmNJqmwHhjE4tlFk+C9pH64SuPJkGHdUl3h7m/2Bj+NletNtBaslEN62VDGug3KJkncZuLEbSfC98GFY1VZ/9bsDY6rhtnZ4Qs3CyDUY5WCLotENIPussliIjtXAZC2+9qzZxs/CODXwB0+S/5MS7Ks1w+WeeZnzjKW+47q4inbKRDSwqpOZ8yrDFabLIui0EoAgRCQyZB2z26R5BynfMI0qePLl7pnOk/iASwwxobMkH/RLNoY95BEjthaXNFHBKEy0XPMNCLB21ceMEM/oo0OAFy+7yCWmEhi6oZz4F7r8aEHHdqZT3yAEkJmOUeGhwKdCcZZSCmbcogomun5mx/cfex33l99w2mX51VrzWHR6qwU8SPFyqDhsHpsOKzCIgqjx0qyZyVIKYY5FNKMQZ+iB0ciaslM6WAAcFmlcgCIaObgRERP5TsFuKPqKDZHoGi18Sd5vh3AL9fV1lxbjcFkyLDOeQ3AvwD44FoPJE3QnfnOlCtJV5uoZrSouhmN1bNwXxMBIdN/k6hmvpDvsXUCOH+/z3f+G/Xtd3JcVuVgRU64qsht7i51L7Q27AJPbkkL9iO//lkATyNxpXYqnEfiRPti8IReAMDpfbn6noO7ZtlOTYM+JokCAWPEZIycqMx5qdxjd+wrdB3tGg6yutfbphRRRKd7m+h0bwMAxug1pkZTSYZvQJLEH0flngVlzUwlOhC6f4OB0ceoEgF4AvdOJE6GXox4H6VWJAhM2UqrQnP7qhNBmKWmMh5Qtnzl281bPvORo6MkeWHDUnrfLkQBkveUihP/jNswpzIsqBg9AcUYGwmooaGAuovNrzSL/867kKKCzPsOldYfKctK1SeWYQZjYS2ZlPEFAB+sq63pWY3xrCWZwNQMnjtV+b3nG7p/H9zBsn6jOimSb7esVKXEsglpRmvzSGDRiUkkpKTQafmwalDZp+pbKOM39QmFJzN7nNKVPHfCqpi/tUm4kMbh5mO+xmvKSCIxLLI4V3t/HhaXOJrtsi626L9YwjNprQBsDbcHv/LTpv7az//jNSl0/7pihgMOcMk4LfYwwI0TEtvOMNORxQNIGoA3YRFspVXzFvSMmmro7tUbVFX2Y7aBYYBngSaVsFkIM+Tvkzw5cwNTKcsD3Ov1CYcrF2qhMYWg6vSezSImbazZPRJu8Dhk4rJJFZJA8kKKcW8yrEUUnab8m+j3R+/e6PcPyKLARkIq8pwWPxjQNRkh/X7lUSQPInaBB0RS7S1RCeAaeEbyhhHZXScspsX8YwCfqKutGVytwWTIsN6prnB/qdkbrALwqbUeSxqI4iESUFaLwaDS2+WPLGo7WUUBPf7Ir2om7ZtU9EcQk40di/Isxx1Frh5bYhnk37VJaa2YqkTi6p+UsIiCJgkkgXwxmZVKk59tH8IiAZN8u6V+x47CvZf7J3cAUM7fHerZUZY1QQTg/p1Oxijj7ilBIDFpEAumeyjF+3bGbSch9v8gFneEhC1F5fPmdaopI6G714aYaezCbMm+cizDdqKUylpUuWF12Gd9XoGAknKi3ZhfCTrtSXNfisB7lybqRzqTCHimrQieqWwB7ydFsAS5OpGgUSDED8bY3dGg4LJK7YZJqV/V5ahBTyBJdfNIUL193eu3x4JWqbAdPNM442BZOos5V/4awH+rq63ZiFJfGTKknbraGvbs2caPgjuBN6wMVRyLSFqtUnJfx1rxxX9v1hrbxxZNvNhe7H7L9iKP5B0Ltbb0+6fsrFdvDQCA+s5H37vQSz9mk7CosswS2Q8gFTWWhaCY3/NxHjkeW7CswDnLdlJMCpgUAJRjW3Kuv+eQK7t7NHKSMTb4vcaeyLEd+fWUwQjphsQYQBmDYVBCNSV4m9vPD2aMAZjtdxLBbaeFIaRTdGfP6+VlBH33w223RFC6DdP+ax3cP7ecyrJiAD2Y2eeSEFOwOVLuMxtVjX6nTU4WmNoJroCTrEqqDbyK3wVuj0TBkzo8mC0DuCCMMXgnoufDmhllDNBM2ueySpawahhjYd2tGfQRJOnriWkVgaQONQA43zW+tSzLdqnQZd3IcsRrgmKYC/1+NXAFjC/X1dak8/6ybskEpubw3KnKv3i+ofsugJfXeizLZNIhi+tWxo+y5BU1JmN5gyH1Hxd6frq4ahY6gM8k2r/ZG7SA39jjLg2C2VnHBrjcS6S6wj1zfMsqmaSMpTphLrZfvBn2a4yx/c3tYw9+2tT/EcSyOgWL7boZDjwCnvEcd0R0IbmU4+iiA5LkG5I7a5Yhxyg1tdHBG1RV5hpNE0g9k2NBwm23j7v2PtIg2J07CCGpZrlO8drtga3vqtl6z2mVFs2e6R2PHNpR7BoghJQutp/HIQtjAbVoNKDGjZQlVSENBZV7z1/sLgM3NFOhJ/Zwgd+jg7H3XMr17AD/vTSCGzX7sY6rANYZVeA9zCoxbbiFAPw2NnkJdYYMD0t1hfvXmr3BNgB/ttZjWSatSKBTv14wU7AnVJMeGA6rX1/oeUIS2hpdAP4q0f7Fn3zRDj4fxatx5tpOGrjtpAz93XvTZjst4cUL7RrZmeu6V+iwPN7hC18Al9Jte6K69B3xHT7/+msjfl8oC9MJHKnKUl5f7EnRnX1NkORZwQ1GTU3p7bjPTGNu0KMV3AHx8DBGrv17Xfkj73rqis3tOhCT4gERSMqL2Qu3BnPLC139okAWS2oj4DbmYn1JAW6DaOBO17jDZkmONlkgF3TKTpqMiQCgqTp86sIqm2Mh7V7fZHR0JKjlSSKJCgCN6DSpXOAcCsCDUhfB1xMze5lmWJzd4GuVXZgOGPYD+Fhdbc1GX1NnyJB26mprzGfPNj4J3hfyo2s7muVR4rGNIIVgyFqhGjSpz7NjKPhMx1DwmQWeXsjO+JFNws/mbrQf+XUCXi3uwNwK9+n/K+C2kxa98Zdps51ShZo04fsQYOgd+0uCBU7Lge6RcJtJWUeXL9z5mV+sfgoAGGOTDX0TOYwxhRBiAwBV1Vpuv/xKKt//ucWetBZXDBBCZvcENc1otOeBD5TODXpcw/L7MnrAlVKaEPfvMCYCLFkVyxTnbw4qTx3fEiSELFjpFXufFnBfzGKyfzvBe2Dlx17jQZJeWHO5Oxh6xTsRfevsrepiL7kG/jssAe9N70AKUsszGQqqlX91sbvw8archn1FbpR6bA+d0P9G43BpVvloSLt0Y8C/J6yZ8eS0mwA+XFdbsxn7OC9IJjCVgOdOVb7yfEP3P4M3gd6QWEShnRCSanXFsgiqxgWdUjOgGrJFJEap254084cytuxJN5FzxTDp7Y7h8KLBlhRgzd5gBEDIF9V7Hzm6RTYMeoNSppkG1Q3TNA2dQtdNQddNUddNq65Tm2GYTl03XaZJcxibdmxQtugElAoN4EbKecbYmQu3Bi//7MbAGfDJ/QBj7A4zjUjs7x3g2vjjmO7JtBjjWKj8WBAeOHYcmNJUDjRfvAbGBGboe5DYwdCCZWRHT8GoNXTv2inPkcdbIErxyTjl/iV945Etv/yV15V//o3TN7Kd1oTZUYwxmAye7tHIRGWBQ2eANBpS2wKKEej1RcKTUV3eV+QWt+U5904qmtXhEAPjAe2cJJBcSRCSZQoDAEKqMfEX5zu9Ed2sQGrfBcD7fWXh4bLnwuAGhQbuXNsGoAbc6dWGTGAqVSyYzpa+Bh4Y/FhdbU33mo0oQ4aNwVcBfAAbW0J01XrGjUXUeoEQ+FXdkmOT9WybJRXbadk9BxL1Ubxwf7j3g187v9yMPFr8yRfDAEI5OY7r27bnl4MHcOIV3PHjC+DrDyum+y66wefJqfNjjC3Ldip2Wq8phil2+SKNQyH1KHjW6QlwW+lR0zSvGIZJY2PZCv7d+8DnzWTBiAUra4lsaXJU7dkLAFRVhkP3mwYAJjDDOID5lTjxavZl92hTw5HCS//6/cI31X5oKnojy6KuKqn5VzoHAge+9t1bY7/53oNeURQWk7Pdgenm5Qa4jREA93xI4I6UUvDvdQBAH3hFWKrJNfcAaDpljyLFz6VrLHLp/lBoH2JVbEZif9tC+MEr0jXw398O8N/JHfA+YillKWdAPqZt13rwBKvfyvThzJBhYWKVU78J4BeQ+lpx3bGvyL0qPkXGWODVWwM3bBYRd7w+6y/UVJCSHEdSJ7qqm8sdX8KJ9E/O1uV86e9fWq5Py7Af+fUwgNCux2sunfn4L+8wNL3J1HVNVzVDV1SqRRVokaioRSKSGolatYhi16JRtx5V3YamPazkX8Jx11TkPPhZ25jonYyGLndNFD++I1d326TqkGZcCOnm4VKbdL3x0m0p4A+Jd261FxcU5vq3VpWMgM+dD/05Cw7XBWvJ1uMAoPvGb0e7W3RGqQ3U3If5AagAUk/4TcZuAN0zNzDTDBIhNbPsasvIif6xcNvHnt2DJMGpGvC58TR4ULId/DxMcLt4C/jnJ4HbVV7wRI9k1VgAgM6xyKWO0bBTN9lbUho4J574HidlOU6PVRp1WMSQRRQ0zaTWoaBaea5z/FhAMZrftb+4TxRIylVnb2RkUdj2zN6ibU/vKWSvto2df71j7Gd4g/bhzASmFuaPALwLG7SpWrZVXrCrbzphjBl3RgOHTcbimZOUAeezrDJxyuIxQog1tt/YSES9G9ZMi8cqaX7VSIe82LwJVTNoOmQi4lkuziybVEQI8cuyyH8HKY6aMRYGEAgF1e621hH6tRdvDWW7LJOyKNrcDhnFeQ7j0T2FIQC5lLFsf0jNs1ok3W4RMUfSdgB88nqCMYbvf+e1KxfPN1f9/+y9d3Rc2XXm+50bKgdUFXJOBAgwgGAAm2ST7G6FbqklWTNqWcHysseJlmV57GfZ8pM9lsce2fPe2JY1Vq9Rj+Vx0rMlt4KXZHaroxokwQBGkEQgiJxD5XzjeX+cKqAQCpliU12/tbhIFKtunbpVqLPv3t/+NkCnADSAcNdB9X1YvHhOJwQA4ABYkuXXAPwu2Pn6Kljy4HOp+2R9RWJe/oxgY36xlFJKFbkV2ZMEV7ATRakMYvfvwFK35xYRxD0AKFm1QW51JEU3/dxfn9/9i+9qOPeBwxV7OEIWWpHn49LNe75oFQAbT0jk3Cj6VZ02YdlmfHHEj4sjfgBYsMYROeJtK3XR5b7Dq2E18G6zyPfHFW0jswq6wKxv2rC1BFU7WJIoszV7Huzz87ZV/7/NSQL4JwB/neuSypFjfVoq7VrXWOS3gZXq0UeI9QZc7wg6paN9vuhCkWImKsXqXNZ2u0EwmkV+QfihUTo4G01OSpouukyiEpW1DdlqrAldsFhZ4OaIf7sCGoBdWNsB2GMx6RDWsVnLQhhMDNDdMxKg7ZdHL7vsRp/AE5vdYiAuuxFmo2C2mUWTxcCZzYJuM1tMmsm0NJThCelJapppJia1UUp933jl3sDYbLSAsgJEA8+RS5pGm2lxXT8Gux9HqisnhQxgHGz/PAoWM10GEy0cS61xFYtBhqm0WuMMpkIAoKoSo6qyln3QeeywbVxf+6Vbu44fsfGisHuzuutoQsn/n9++4336aEV7U5XreGq4dOZaj4AV03iwLrsqZLc0zPys3trEMirBzv+aNoSUUgx54xdHfAmDpK5QUm+UC2Dvcea13jBYt9RG5rTmWMk8gL86e6bt3x72QnLkeBQ4e6Yt8uwLnf8FwF8/7LVsleYie/WP43lmgoneP//+3YU98+K92ZnPPNPU3ljqdLhsi2LUYEy+9cqtiUhS0bjDdfm6Pyptdz7iqjHS5a7BLY8uyEBAam52aNZbU7539wFe3OhIaYBSqgMIU10Py4lk9+S4X/P5Ypc8dj5otxssUixO5sbnSTyasFBFNumKbKGaYlvNvchmEC5+/eJY5XgwUQOWW4pdGPBbAWgUqL97e7JHktV6aXp8LDk59DgATIzN4ua13gEsxk4KWE7FD6AbzKJ4L5iAOasAy1LTXEU4TgQAPRmPUlVZa1/vxSa7etahFCzGKcUWOtinvLFdf/ODnqH3PVZ1q6LQttxu+xzY2IsQ2DXGLJilXzbRS2bX+jlssDBVZDdU9s1EBaxvbaiBid4LsAUhNAHoH7y74a5J4JoJIQtrSyjaHSPP5XPcj6cx4icNQsi9p+rz/6/Pvbv2HTuHM1eYys4sWLX6kfzlyjOJa1ls7AiU0vB8XL6pUZp5Uc0NB9n8A6vIDzV67LPDwZg1pmhFsqafBoCpHXIYN/Dcil1b0bbfiZUJIQQWkR+OK9qB9e+95HFWAFa/P3afArtCUbkkFJWvIL2J3seVv/vFtncDQPEvf9sKZotSCkAmBH6eI5F9e0sGbVYDDxCr0yRc+GCjJ3msqdLWUOwamfeHDa+eu2VWFG0XWEHjGNjm34yMwkbi5ldHza2//vtgFj3exM2vxsytv96CxcJUdnVWxqmkiuzF2h03W1XrZEWLhnZHui6CM1lGbU2HkuA3V69JKpr5+R/2nvpe5+jk+w+Wn/+PR6sO9vqi14JJ5TGkCnIapfs2k7hRdJrf443cLrYa/QBEl0ncy3HcqsVrQgg+fayq+Utv3J+j2T2FE2Dt48exdmt3Vlxm8cqnj1Xt4winBhLK0Kv9c+P3vbFWLA72zLF5rgD4ubNn2u6te88cOXJkMgDmj76VosTbgQeu8NMpnRgLJSaQISTQKLX2+1mhym0Wu+ryrHKPN+JJqnqhRmkdAExGkjvy/CJPzMtvG56NbHgW0UaQZa2YUuonhGxEmJFJ2rpkRFY0YyAiHQ5EpHYsFm9+BLZX7qaaej9880Ix2GctznEkaLJafE984oPT72mpMAWTqmDgyCsuUUw+va/M5a+R4tPBhOFC76xF1WghAJOYl3/Kuru1I9Z7I3PepAFMueoBmwmQh0V7N4Dt21ljHprhCKBLidAar1XDA+gunO4bODLdN4D8mspbpLh+09d50YSS/523hk6XF9rutTUVzjRXu/YSQvqwdJ5o1sJcFg4AuKLqVNZ1KhoE7iCyz/K1UUpNhJCstopJRfNeGAyMyaq+ZUFUvs3Q3lJu3y9wHAJxpad7KhKKydoBbM42OcdSvgvgV8+eaduuc0WOHO800u4o2+6KfgiE3WZxTVv8nSAuqb1/+0b/kn1jLpQs/uK3bhYDwEePVV98175S+j++f6dkeDa6X091Xf/z+aFtPzchiGOVTurRSd9OFKYWCE7NVGz2MYQQDkAe4fk8k80a503JWd5E22xFeZ2FxY5jAGAtq3zJOx9zRyLJZrDP2uOv9CUKXum7FuYIInabcby5qShkNYr2QEKZKnea+o5U5EkJRfdEJVUYD8QNdyeC1vxCW3JyIuQyllRWgePOJccH0oUNAnZ+asAKMD6wYttJMPEswJxd1oAuiKZ0KZHdt5d1Eu1kUQpg8QiLcQh3jnD8pq9hZv2J2r9/qa+2qdp189ieomhZga0MTAyVPkd5AA5v8rBHAVyQVY1qGrWYjULWmNFqFMr2lNg6u6eja1n/DYCJi7Y8144CF798bnB3QtX15kJb17NNxdRu5A+YRT7XXb41KIAvA/iDg9WOteac/8STK0xlJ4H1B8O9bdEofaBD0uZiUrs3LuX5k0pWpWdM0WpvzARrs/3/NkmWOk1LFA2U0oAvIm24BXWjlDiM4UHfkga0GbBkBbB6AEkAEEopAsGEHezCOj2zZgDMyzZzw81UlRoAFDTuLh7mROFkXNZ7eQLzfzhUUVCeZ0b1s8cWFD8Xr/X5AqEYeywhsrG0etZYVOEEpXGqqbHPfPTAp5/vGJH+/KufC4JtjMHnO0Z8H/rIE0VXL90dSSZlUzAQcWRzVSSikQCAlkxMRrs7Z5G9yHEeLPi4CvZ7Q8BU05sq5mWDs9inCM9vpi15CVP+eNnXX+8vM4jcD481FZvDkkI35/LCoJTi/lzswpg/YZU12gLARYCZD+8t7k+qusoRQmwG3jDgjUVGAgljMKGUUEpBsxecZsCUudsa3Pl0Y6FoM4puALAYeMd/OlJZ64/L01+7NDIQlbXW7Rz7HYiCxUGTG/aXzpEjxwI6Ht2iFMAUnw8ESqkyGUleno9LZTFFy+q/7k8oLf7Eg3G/4ghGzCJfnXlbUtYGXr45uSGL2s2gqvqoKPILhSm7kR8xG/gwBQC6dF9KbcmEMqtC1RdT6q1mcfLw7oJzx/cV7wqEpbs/6BiJhWIyRykOAVCoqgQyDmHhBFE9/NEPBmEwHbg9GR7aV2a3tRTnNRh5rn9XoeM4AOg6nX/fl15diGV4noSr91SHXI83j+uaFlVlOXr7xohEVVXXVZlSRSZUUQRdToq6pgaolByjuhakspT1wp8zGE0AoAR9t+NDPSVrnKILYLGSDiYw4sAEQDsypyMB84yg6M9s9fETc9HGiblo46GKwz8o8phdo6HElpKmOqVa13j4gjcmuxSN7gNg4TnSu7fUHpdUXeYIOEIIAjE56Y8pVknVCw0Cpz7V6Fm1Uz4YV+5fHQ3GFY1utji2hH1l9iajwLsAIN9maD7d4IEvKvdeGwsRTadv21kpb1OCAD4D4F9yHeY5cmyJfDy612vCg6yo6ZT6/uX8UO+/dY7uDSeUrILaFy+NHH/x0sgDWUOFxzqIZQLd0Slf5+iUr20nn0eKxQsppV5CyMJzuSxin8gTOUvsRACAUko0nUaDCfWox2mabK1xde7flV8bTKjXeqYjottttbrd1j2UUikQiEvDQ770IRwGoxCsayisknXIckIZzTOLpl8+WvWUyHOXkSrWBKLSje++0b8bqfjEYOCnGk62hqzWoyOaqkUjgcjs/Xsz01RVNKrKoIpMdEURdTkpUlVNUiU5TjUtSpXsITYRRAcAJKdH2+X5qWyikySYPfAce/mIg+WzK8C6rbcLte7aFyM8v+V8Yu9IoLVvNKD/zWcefyVJqWc2tuZ8p6xIshb7/17rvzEfTHhkRW8AwDlthiunWkq5hKSqZqMgxBKKMu2LK6MzEWdS0dxOh4nW1mfVJN8AK45tZx78HICjUZlZY96ZiRy8MxNBW0XelQ82F5fyHNl0YfUdzjCAn2+ptK85e+2dQq4wlYXPnKjWn+8Y+QGAX3zYa9kKwaSSKLHtqAAWAEAplcbCiWvj4cSOWo9sFpdZvG4U+IXEDqV0dswbjyga3c6X7arUeaz8ssKUBuZHu6axH2FDsG6Adct0gbXvcqm/heJf/jY/8zfPaQDci4+BvHdvaZfBKBwDQI08UX79RE2px2ospZQOEEIo2EascRxHwQthc3ntLTG/pIEQcgCpoInwPGxWoxGsdTqTvlNPHt596slFwQalNKxperCvZ2jo7L+dk+bnAmW81TFhLK06LntnriVG7+WD0swKvg7Wjh0Bs7gpANC0yim4CGaFsunuPd7q6LfUNgUAgBhMh8GKOGsleLIiCpz85J7irg8crDzAc6S4wGIIRmX1ar8/ViVpWr5Os8+SSCra/M3xcG8wruyiTAmUqaoGBYq/d3dmvSRs97KfFQCXwM7NtoZ2EmC23mNd8Zl3WwwlX3hXQ8n3u2fOXR4LnMAOzK/4CWIQrEDMpf48Dva73AU2aPL2Q1xbjhyPNC2V9umusUgnmC3po8gUdubidgmUUm+vNzLpTyrLLT5+rOzKt40SQqrTP8cltf/0H/7QnZC1HQ8Y43E57HQuNmdZjULgYKVzLVu7BV66OzdntZsaD5Tb2x0Wg9tpNcY/+9z+XX2jgd4XfzQIACLV9YUEjcFi9h77xH/w86LQLGu6xBHEDhfn7TXwnA3M/YCCxS4aABgM/Exlpfuew2lqJYSUAqjgeA6CQQRvscew0tKxA8CzqX9XpqxzQqA0JHun+6XpUZ4qconoKRrn7a53JSeHL0jTo3sB3MZioTaZWksUrAC6C0stW5BaYztYMmizXdRUdBXcNFXU6QAhRDS0pY63pW5sm0kI/9SRqjuHqt3vJoSYy+3mGW9CvjcajO+SND2fZu94QiihDN6eCM9EJC0dgy65ZtB02tQ1Ec763LKqa2Dq6oXOtKSiea+OBO9FJO0g2GyyLSNwpMcs8issCD02Q9PTzQXoGPSfDyXUh/q7+jbkFlhSimDpLM6XAfzS2TNtUw9rYTly/ATQDtZp8iiOkLDMRqThEodpx7tNZVUb+uzXL3Mj89HH17/3g+NzH9qzJGc6Nu3rPPrRP9kRAe5y5Hhi1Gi1LBSmSp3GuSqPZd0OF0nV/W/0eVFYZG9qLHfcshqFIqtRGCnLMx3unoqcG/UnQAgx6jpdeC0Wi2Fgd1ORM2XJFq5zW/p+7nDF4wLPcSnhcjp2ouz+4mBVlWfabBGPEkKcAKo5noclz+ESrLHl8QzArOieTv27glKqAghSXQtJk8P9sm/WAk0tMJXX+gjHH4kP97YrvtmTYPtNWnwSBJsBFQGLnQ5j5e9JDLbNvSUAACAASURBVCxOyyr6ygohirGo4qqhsMxIOM5IBHG117Fh8u3Guf/01K7eCpf1fQBQ57IOT0YSkzNRqV7S9EKsEZN1D/tv/OjGpByISPvAzvmSOCQUlY/+oGMk63PHE8pqxx4As1XcieuyfizLhQFA53jw6LWJoPaFpxpuWwx8zgZ5KefBhPscmK1luuvtawB+p6XSvkNeYo8+ucLU2nwfj2hhKiIpOzYngVKaCEnq1aiskulosl7S9M1/6e8we4odCxfEqqbfGJmPV2r6zhelAKA+31r0av8SV4oysABy3eJcU417OpFQ2jWNGgWedGq6ThKSZtdB9bLq/J999oXOROvBCm5yItihabpQXOIIG4yCBkDzWMXe+gJr4i/ODZUCQL3HGv+FtkoCdlHoy2vc36UowjFCSDpY8WU+t6rR1WQpK2Qb8ViSfuPv/n3k/r3R3QDuAdirxcJ7I12XBkD1dAWrAou+wTIWZwoMILvy4njqMSNYWSBbgqmi/pyhoLQGhOQBEAkhy5Uqg9hEYYrniHa6ufjmTx+vkaoLbfsJWfS7JYTk2Y3iyUMleaCUSnMxqT2QVOyEgNoMQlzTKXGZDbAIfIE/Ls+/ec+35XZnsCHejal/TwO4D9Y5t51jLuAwCWNmkctqN/qhPcWnQkmlvXcu2oJHeKjuDuAD+y6PAVDPnml7CwCefaHTBmal+CKAP34nDprMkeMB8H08uoWprUkbV0GndDIiqYP+pCzOxqRmVacPfd7f3hLnQhd714j/wse/3H74QRSlACASThoyC1MzYak1LmudFgO/7mdjX7H9lqTpxmBMtZU6zD+ym3iqanSmIt8aLcgzdVAKIriMyXxP6+VYIonaxw7LbfUFPM+ROgA3CCF853TQBgCVDrNS6bQQALys6f49e0qGjSahjRCSLhgtF3rHsbIwtcSFgBDCmc1iqKraPWE2VzaPXDePjly/3az4ZpuVwPx96Hr6wr0J7DPVC6AITJASxeIs0+VwYLHlXbCizBpFUqJbG/Zf4O15DWACIAMhZHkXUQ+yz4BagUnkE+8/VH7rw21VQqHDdIAQshDvE0KKCyzG4gKLEZTS+clIsi8iq3aeENVm4OOqTrlCq1EUOM7RNxeZ7ZACT2z0eZdTW2C5nH7uQFzp75mOzIUS6m5sJem0Ci6LuKbV3PFa18lz9/2XYrJ2CGsU4N4BdAP4LbB5X8Nnz7TdBYBnX+gsBfuMfh7A13NdUjlybI+zZ9rkZ1/o/CGAjz3stWyF/vno9E4VpmJJpXtgJuJ7886U+c270/tlVd+JueRbhgChZ1rLWgA2W/1bL3V2/Np//cbpbI4z2yUy74sarYua2Z6Z6PFyl3mE50j1Wo8TOWJoKrS1azrFXFi2lTvNr4k80TSdXqj3WIIxSbuQUDTeXuKIF5qEy/PRpOoqdCA1N9sD4OagP57/h6/e4wiAozV5uttqIAD4QEwO728puymKfCtWmcHE81y2OHJJfEUIEQBMEV5Imspqa6gix5XAfHNyYkhPTo4Mg+rp3Fp6XEcHWNx0ACyHkm1WmBUsPrgM1tWVPefB8xFb06FuzmiuB9vbzISQzA4tHSxfsOFcap7V4P/IY9Xdzxwoczoshv3IGOHAEVJT4bDUVDgs0HQ6MBFJzMZk1WbguaRF5CVVp1yJzWTnCDH19M0nAxFpyxbFFZWuISxakt8AE0S1YHtdUplkFTrrFPxfnhus+s2TtTdtRmFDIrSfYF4C8D/AcsavtlTa57vGIgTAe8EKUp9uqbT/8GEu8O1IrjC1No9sBVPWaQ2lFKvZYGzqOJp+3RuXYkPB+I4k0ncCAkztKrAdopSq/qh82RuRH6iKpthmrHmiwXMpKqlyQtaITgFV1yWekHM6Badoup6QdV6nlFAKolNmR6MD5MjuynxR4Fb44MqqHn69z/t3AG5yHLFWVLryAXQCeAbAuVKn8VZLuaM5lFQXrGoSimYB6xzqB9Am2h0WbXTqcmzgLivYEEKNxRW9ppKqxwFA1xe9ejMouXT+VnvLwd3uuVl/sKKquO6Vsx0D9++Npt/fYqSLblTP3MR4sCLUk8uOt9xvKIilwUAF2AZ5ASzIkASHW+FMZgNntiZEh8tJRGMh4bj1Pl/rRn8CR9Qjuwq6P3a8JtxY5tzDEbKujy8hxFhkM50uytJdmG81bDfINoN1juWDJYe21PWVheT7dxcJ6/2O/+yhitMJRYv8r4sjl7xxeVsdWo8oowCezjIvqhxA29kzbWvNAcmRI8fmeGRjJ+zAvERKqSRp+u3xcILOxqS3TexkFvnreWbxkE5p8Df/rnPw+1fHH2jsJMfloicbPJ2BuJKQNZ1QCgTjcthiMJ8HQDgCzSTwAqUgACUUIKAABbiPHyhrJoSsmPfld1puWz+8dz/YvrqHAHGBI1OKTk+BxRkdYMKPBVsMjVKDoukDr/XPz3eM+BtONOar1/rmXr3ZN1cFADxPxKpqT7vTaU4nRFZYYVNdtymB+XbR6fZoyUSAt9pbqms8kxaL4XEAqDncUpaMxK7N9A8ehq5nJk4KALwG4D0Zt9nAOvPSSY8V3UFgYp4EWDxmBksuqGV7Gg3EbI+GZCGfiMayDGFSNnzr/D9MIp94Yk/x3eeO1ajlHksLIWTdOIEQUlDuMGf1i9mVvz1t3GxIQlLR26dCyWpK0QA2SH2nmG0ssq7ZFUkIwekGz7G4rM1cGPD7VJ3u2cHnf1S4BuDdWeKjAgClZ8+07czguxw5cgCPcOx03xtTT9etNYp6fXRKAzOBxL2/+MHdvLtjgbdN7HSyqeiWQeBPS7I68uyvfFm53j36YF2D/HPiE+890OmNykmdUlAKXB8LBh0mcZwQkAKbQXNbDenCTVqwTESeU3/2UEW2tZ1/qq7geFBSLvR6I08RoPvl7nmPqtNdYAKEDjBRTBfAki6KRjlZ1bvuTEWoNyq7Hqtzcz+8NPryxGykCgAEgfM0NBZdMRqFo4Rgxdz3FBJYHOMC63g6CpYP2k94Huba5pjWc21YT8RqQPXMgtc+sDgvU4yy3EJZAoufMp1vHgMwn3pOEwDJVFxOT7ZWCFNREhkLo5AIYg0h5LEs6wWYQGgotYasOMxi8NlDFd0fPFxhctuMBwgh63ZZ8xypr3JashaJntpbeuE7l0fXO0xWFEWLg732Zmx+Fuh69ANYMxaKK5rzT9+831ruNA386mPVNo4jj7K1+1Z5EcDHWyrty/OwPFjXeX1Lpf2Bjtx5VMkVptbgMyeq33y+Y2QPmDLAA+Bv8OicM8+lCf+gzjYCniOYL7AYp/ItBk+eUdyzkYJVRFLOd82FN2JlEQD7skq3jxKOAEaB51LzAgCAyJru1un2LXJqPdb7HCGlsaR6wRuRH3jgIvAcbzfyeRYDn2lX145U1wtH0He83LOaH716bTpwNanqCti5IQQYK7ObJyilPJh9mAzAC6bIdANAXb4l2VBkbSCEDSjnCdR9JY6uE1XueTD17UkARNdpLaX6HHRNQ2rz1KKhBRsyRdXnUutMvwflAGq/+6+vF37nW68DAD73hZ+/GInElxR9OIs9occjq52KE6m15oNZ+XnBkh5xsGJUXeq5BlI/G8HmJxBktP2K+cXtBnchB7Zh5mFjv1OHAUxipe3NFQDcqeZi+fc/0nICTBWSFZ1S3JgIXb01FUrMxSRrQtYKeI7ESx2mucMVeZaWEudBniMLbdCEEIPNwPuisuZZ67hrEMbWu6PSih2lKs/cHVM0IaFo5nKnOTQfk4wf3V/qqnJZNqRIMYu8/TdP1R67PBq4/KNBrzHGZk+9U8hWlMLZM219P+7F5MjxDuCvwVSLTrDO2S8+3OVsigNgncNlYMWAOTALjBKsohJdjalo8srwxsQ842CdtAuJBY6A8myQNZsbABBVp2XIPuNxwxwqz9MB4Ms/6On+/tXxB975HoxKNSaRKynNM2Xarl0E+0zAJPAdB4vzVqyDADJl+73KfgQH1p0RsRmEaKPHpsYVTZ+LJfsOFOW1DAVjY/NxGdVOc3AklPhA+jgcQbzYauoKxOT5792eqfbG5HoA4SKHcb9V4PwpO5sGXadIJpRz6e6uhsq8u4qi9+uUQtcpmZiLNlFQZ2K492Da09jRevIez3OZsYtudHlmWXP3CprA9nMClvSJgsXN6ZkV9amfVbB4qhgsLjJjaWf+lfzqCslZUlTSdWtyo913tWDJm0zFuQQ2E9T+6+9r8n3wcOVTALJ2XqdIgqlvNbACWl7qdXjBro+WdMWLPLedDGUyKmt1UVnbakJDBqASwOeyisMJWTPpFLzDJEQTiiYersqrtRj4DYmOLAa++N278/P7ZqPnx/2JIo3uaIHs7UwEwONnz7St2kF69kxb1495PTlyvBP4NQDfBLv2+894hLqnhvzxo198te+eotFqAgQsBn76VI0nuafYXu22GNYVZVJK1T/9TtfI+d7ZtQoGAABR4PotRiFIKRO0UMpiJy4VO1EKUFASjiu7sImul2z80ccO1AHAT336f0rXu0cb17v/dpkdnym1GPjqSvdi6NQ/G+33RpUGAJBVvd1tNazoquE4+ABIqRwTAQBJ069NhBOodltCFW7LLVtCUEaD8cv7i5wnLg0GrwaSSvXhMufglfHgh9LHsRl434lqd89cNBm+PBTYG5U1j8iT20UO436BYFrXqRVAlSxrUBTtvNEowCjw8uG6/HZNp1A1nWg6JT0TweNg5z8tdolhWUc6IUTlLY4BPRFbbU9OdyvLAG6CufbEwMQ9xWDxzU2wYsksFjvMC5AROxlKa0eOP3nAF4hI2j+8fG+jxRpllduCYDFc0Vd/6djcrhLHKazTxR2VVP/5YV/3gDdG/AnFrerUbOS5cEOBNfh4jaei1GGqzby/x27MOl5iPYxGYcLjsb4LyFokXA8ZLA4dA7v2sYLFfGkbulZscDzHRChZ/yev98c+2lLa3lBgqxE4suMW6W9TrgH4WEulfYWgvqXSroJ9XnNk4VEpsjw0PnOiugfMCgPPd4w0A/idh7uijaNnJFF0CudsTKpPDeBT7Qb+DY/ZaHEYBdgNwm5CSAGlNCFrevd4OKFRgMzGpI36q49zBC2UsuILBXi7Ubj8XEv5kk3zwpC3/d58dNtfTA6TKACApOrrV9fWRgUboEjAqthC6u90AmEBk8DPxxRttTlKMAv8qorUUpep42dKK08Pz8U6ZHXB/rAaQHUwobwOtlEPgH3pjwLAnhLbuSqP5b1gyZuherfV9776ovs8R1rBLPGqwIqAIAQ2gHBgCYFzAE6x059al1Eow9JCzTlZVmRK2eDKx07s7ywq8bQZDMJrAACe7zaV1UYNBaXPhK+3Z3Y+hcASKFGwi9VDWBzOPZB6TZnfJXawDWwO7Av4KNJJEUI03mIzpF6HGczephysgLoW5tQa0oWpKFhL91EASMrqunOB4rIW/sqFofsRSV2SgNE0ipFAYvdIIIHv3JmePlbpuv/+pqKTXKp6+ztP1IckVR//3t1pkrLE2wxFYO/XRpMZcrnTdOV0rcde7jSXCjwxmAQ+j+fWV+GsB0cIjle7Hzte7UbPbKTrxdtTgqTq7wQVcM6eL0eOHyMpldiV1I+vdo1FjoJ1Az8KECzar9qQMeyaUhoeDcVvmkUBVpHnrSLfQgixU0r9CVXrm4wkBUXTTf6kslExwhBHcDQVO3EU4Dxmw/lGj32J4vXGTLAjrmjbLkw5TKINAO6MBbbbFRYH2985LMZOK+IxSgFJ0edNBj5zn1mIURwGYVXFYE2h9ZYocG3905F7lC68F/sAKAaee63AYjwI4DpHEfTG5O6kqpOWQucFu1H4wGQkeaPcYU7aRCFsNwq3OUKOucrzLn38cEWBpOp9OqXKv9yc2KfplAeLJ1jslLH6n36y7jBhtsIAgL/6165rIX9cQiqmNtc0tdssxoNOizib1CgkSb06Nuo3B+PcISxlFmywsQLgDli8kp5JcRlM2ZumCiwWdIPFeqNYWpSKAHBM9tyTPBWlLc17Si729ky3UbrudVwZWCIlHbtMghWmHgcASdHPr/N4gCUpZKQKilkYABMqHQUAjpCCP3xPQ09S0WP/eH08fyYibab73AQWdxKsVEhnw1dgM9yt9pg9DrNYSgBO4EkZR7Y/iJvjiNBcYj/ZVGzDqD9xpXc6WkYXrXJ+Uokh5XLwsBeSI8c7hZSd+OsA8OwLnVfB9oiqh7qojWNUNNoIsPnLMVkrfvneHF6+NwcCjNqSyvR795fK+Q6TUJlvPUwIMaiaPtkzERxs754x9k+HPP1T4Q2JJtuaCqfffbg8HTvxFCD1Luv1YptpSdHhp/776/eSirbtQlKJi3UH9w1Pb8v1hAhikAhiEAAHqvOUUgGUElBQEBCq6xSaSuZmfGZKaYwQslpRTXNZxFWLbT9zsDLGc8Tzt1dGNCxarh0VOeI/bHP5HWbxYELWzpXZzUlJ1bsAyn/+ifq7MUU7MOCLXz5R7VKrXZZkod0Y4Ah5AkA7pdQga7QvoWjBu94wFFW3gO3NlwAcY+PUAZtJ0D7/yUNLYtf3f+nVcU1fMlbiTnGeucoXkeKKputgua5ywZHnUnzTmQ8dS/3hAbwFJpxJuw+1Y2kx6CBY7FQJlq8NIWN+N2c0TYEQW89wYKytufDxjzxR2/6dt4Y20vF2EEtdgO6CFcNOA4Cq6WvaAQPAvfnonX+8Nl5El82Jiusabk2FcWsqDIvId338QJlYn29tBoA8q2H/tz/31B1/VIp8/p+uNgZi8oaF0ZKklo+N+jsrq9z70uL2DTACFm8WgV3vWMGugVYT3G8KSdOt37gxcZoj0J9tKjr3WKVrf2Zs/ROKBPb7kbM33gK5wtTmOItHqDC1BpcjsvZ0RI6nf6ZOo9AblbUyjdJ17c+WI3CEPlbmXuKFZhBWzt6jqyQutkIoqagAYDcJpvnwtq6ZZsCKKrNgXyRpdeaCohepDiGnSbwXU5bkUFoBjLlNYk9Tvn3VhFtC1ox2swiBIxGZFWhiYJvrFbAv/LtgVneTAE5/oKnwJZ1n3TUiR3bvK3Tes4j8h1OHm8w4dAMA8Bw3kXHbMQDJzDPMkaU+sDNT3qq/+LN/sABIiqJAGpuqA4SQsY996plnvBL/SkBwP53upCMG430qS0fANqxisA36BlhSJfN9rMfKeVsELAkjgH0xdwB4CoSo9v3H7nKiIR0w3ARLlnSDKXCz+tamSCtnImCb6EIAW124ODgwnFS8r/TPd2s6hT8ucwJH4maRN933xspUnS5PHC2BUpRcHA2UUODcB5uL2XvBc7Uiz+FTB8sjz18c7psKS7XY+MyBYrCiW7rTbFVEjtwvthtnjlS4TIcr8h74wO3mInvLF9/TCF9MnvzhvbmBYX88L6FoxYRANvJcUAc4q8hHCSFUo5Q7UOqQKQUikqqdrvXUcoRwSVVLzkalQERS5c6xIB9MKHV0jdf4EPnusy90vvfsmbZ1g8gcOXI8EM7i0SlMZWU6mrw1EUku7HUcQdJuEHrCklpP107ar4rDKJD9hc6NzHfaqdgpUuIw4ROP1/jf6p7ZzqG6wWKZcbB9O108SMcCC/udN5i4V164RGC5G8BYhcM0UuW0rlrASypaQuAJeELGVUpjqZvrwIof+WAJkSPXJkI3bk6GDvzaierX7Ubh/QBwtMztAUtMHAeLFQCAEEIEk8jvpunjsTNqxeoFhiXXRs/ssRu//r9eOwhAcdgt8S/87InkydbauKxqrb/xT9cujk2FjgMAZzQBIJMALQNTTR4GU+7OgXVPuzMO+1jGfdKoYHFhmltgMdc0WPzY5B0ex/id3nMV+5pONe4uutDXO7sRO8Z0ITItxFpQ6FbmWxesRmYiyZE37ntHeY5gPibxx6vc4UPleVaw92w9UVl96k96zTAJfLNJ4PGZ4zXjf3luYDqYUIs3cR3QCPb5ykywrUDkSZfdJITq8i3uArvxgdorEUJQ7bEcrXKbEUqo9+/NRqdDCdWt6rSEI4jwHAnqFEajwIUAgCPQS5wmqumUSqqu7S627VdUPaJRqgTjilfWqDrqT5hlJhB6qDNUVqEYwD8/+0LnR86eaVtNOZ4jR44HyNkzbeqzL3S+AuBXHvZatgOlVB8c8vqDgcRjb91lxQenRQyUua3DfZPBBp2ucEJZl0qnhTte7lkeO60Ux+xQ7DTlT8zVFdsrPvHs0Z6vffOtdTu6smGqqO8yeIpOa7HIEDEYbZxoSMcE1wEcUvxzN+NDPa2UAsmEdNdsMS10Ip/a5XFEJPUWKLhCh3HVXF1c0WasBr6ordR1DYD57lzYo4PyrcV5kpEjpkl/oj2SUI5NRBITGtUdv3GqrlMg5P02o4DfPl0XAhMWVyMjDiGE2I0C2c1zUFM3UbB4YDLjZ/AcUbGM5x6rHv3WxeFjAFDiMk/+9gf3RvdWuuzj3lj0V77W0UdTAhnR6XYn2HEIFuNII1j8dBlLu95Og8VEmUXCKFheKAmWz5sHUCDYXd2Whv35hJD8V6+OnyovtF1ornafjh5Vzr1yZXw9AZmKxaLUbbAYdGEdBY5FJ4ABb6zn4oh/XuAJvDFZyDOJYVWn1gFf7DCW2gyuIK5oLf/n6lj0t07WjhfYjBWEEMFuFvfZzSL+96+euP3xv3pL1DS6YTGZ1xtroxRXq2s863XBd4J1QlVhaQ5vx9EpuB/0zJ56qXdWbSiwdT1Rlx8ushkLRZ4UKjr1yqoeFXhijMlahFLQqKwqA94YZ+A5XeAIfe3+/ME8k+g1CJxcmWf2ucyi0lLqcFgNwoH1n/3HzgkAfwY2fzPHJskVpjbHBx/2AnaAENiX5BwWB/ORkKSu2g20EThCaH2x7Q5SmxOllIbiSnBgJnqTI/BSSi0AMUaTShCLKuoktvhF6IvJIgCIAnfEbhauRxJqKxZtBDe19NTf98GSLJ1gG1qmj50GAC6T6JqKLLFSdwBwVDjM0nJbRIEns5pGXdGkWl7oBErd5uNTgcQtSdEtmk4jBKisK7Dc+X8/tMfyu9/vdnEEh371WPUFg8AV9fujNpdJvN2cb88jhJS8OTD/ZtdkqJ6CcLuLrQPFDpNfp7SUAtzPf2B3MByrTX7lW/YgKOVEkQ+3HKquAVN4qBeGAjGeIzOEEI0QaIEZ7zwFxH0HdkV/9hc+2Mhx3NMANI7jvD/3ySc9X3nxNiil0CLBHhBuHkx50gQWAAyBqaQPYmUhyp7x72tgCYW0L28TMRjbbY2tnVoyluBEQ+bjWrHQ6YWbyCg0ZUEGS+5MYJltTO9kyHx+2Hdp0BeT++djh5atL5x6LRse/HhpNHCqcyw4KvIkUuWy+EwCh775aL6k6o1ghcxJsAv3YqxfpBoCO48rsBuF602FttiH9hSf4gjJNtDzgeGxGsp+5mD58ouCDSuMy1LWR6dr8yGpWnwkkLjzLzcnBVnTt/x98gAoB/vs5siR4+HwyMdOOqVD/oTiETgSUnXqZLfBFJLU5q0ek1JoYCIOikV1XQRsP4wHknLsvj/meuP6hD8cl68AwIFdBUpZgXVLs6FmI8nE7kI73ttS2tpU7hzsnQjVYGuxUzroGQa7CLuQ+jmdwF4oJIzORMiywpQHgLPCYSldflCRJ5OKRstikmaxm0WUe8z1c2FpLClrbp1CJoCr1GXq0ygsA7PRu7enw82/+0R9j80opJ/gIoAaAI7e+fD1mKIVgCBMQaVATH2jdybaxBFof/3c/kRriVP5rzwfApAfCiWujgz7D0yMBwMAtPftKUiAvQ86AC3JGfz2vUdHfv6phoFPPtV0ghDyNKU0YRJ5+ZdO1Sl/+M0boLquKUFvF3hhApoigRWchsDiFRFMPHQVSy3zMpXw51L3yezKfhksJlWQYYd8v+PqKVdpUYfN435cFHmvomjrCUJCYOpjEcvmXF4d9mkxQjp65yJ0IpQ8BpaUAgC8Neid3FNkD5lEfqNdSwAbUj4EFneFAIDnSOXnTteXJVX97vfuTquzEcnjjckVG0gajiJLPGI18JeqPGZS7bFsOUm4VQghyLOIu47WuDJjtg2pmo0C5wIAp1msA4BdhVZIqu73RuW7tyfCpXRn55Bul0IAK5KNOXLkePA8+0KnCcB7H/Y6touiaDcUWbNzHInrOrUAQCiuuELx4HpOKVmxGPhERt6JUkrxxZf6fOGkcunL/3Gf8btd09M/7J0tLK90hRRVCwDA1FRIUBV9TXFqNm6N+Gfriu0Vf/TZDxd/+5VrPm8gujV7f8rCvNjAHT9V5ErB4TqnKzJva2w1EUEAOG4hHpuZ9vpr6hZ1M2YDX2w28FGskstwmISJcFItn40kE/X5NmNNgdUWiMmhQyV5eRQwEoKoxSSokqo4QpJ6meNI3Uf3V0bHvHGnrOoAy+vsopTGb8yExiildhBMHizOc48E46/6E/Jej9UQ/4W2Km9zgU25PhEMUdA9Ase9KQrcYQABbygZ+NRX2gWeIzrHEU3giO4NJ2MAgl/65KGuQ7WepwghZZTSUEW+tfy5Y9U3X7w0AoPAxVt2l/XM0Ib5u139h8FinT6wXEsMTMQzjsVYIG2tneYCmBBpf/oGQ0nVKwZXgY0IookQshC//N1Lvcd/5xOtPYd3Fza/cmV8vXdLAOsCnwCwC8sKTOfvz3utduOFrqmwGEgoS2bJz0SkHjAr843a8tm+fH5IFDgyYDXwgVqPNR5OKmTIF284cKDcnkyql8bHA3ZJUl2SpK5byHV7rIks/xUFK7I5ALRtcG07hkYh9M5FW3rnlozS29D3wGxUsgHAeJC9tH/vnUWeWZxpKXEMvbehoCVLd+HDwr3+XXKsRq4wtTn+AMBzeHTaqlfDicVheFGwAcx+LLUU2RQcAR2ejTivDfpm82wG8c0706GTTcW0odTZqjH1ZDFAiyWVtmOxFXfL/uShpNKkU6pzhHAleaZWtFMt0AAAIABJREFUq1E9PxNMtoGpdANgCoDlLZTpn9Ptlen2p1KwTfACFi/8f4TFwdmHAMAuCnWp2wh7ydCLrMZ4QtXzk6p0HQSEpGZE1BXYpgsdxl26TsMAynmOOCo8lkxlRh+A3fmA8RMHS3vK7Ga722J43BuTLjXl29vzjCIHoJpSSovtJvJ63FsJAAnVPBhXNXdqzeA4jpqMYoATRKbo4DlKCFlQVcganYdGiymluHf+yrmp3vuNoLQoL89+meO4PAD/DlYUKjAbhZl3Hy5rf+O7r8jhOW8FgPcDeAMssXA09Zxpy5f0UO60WiQOtnl3p87Xks1BdBVwnNFUxhlNg2AFnQhYwMGljtOJDQzoBksSTYINdFxC31SowtA3ly054wBL9qw2oyorGqVVmkpxb37FLNqyjOMst+PJ9vzLUWs9loufai0/aBL5Dfn1vt0xCrylscC27/fftUsa8MVu35uLBm9Ph91JVd+7/qMfKH949kxbbP275ciR4wHxq2AKzC17pz9sOEJq9xayr3JKaUCjdLrHGyHhbYl6wPWMB4yj3lhI5Dnu9qg/+smTdabiPHMrAL+i0WFZ0w/dGvBeCUblowCQn2c+V1awteuv8WDCBQCEEMdLX3g396Xv3L7y9Tfu7wdTlwaw0rYrM45Kx04KFu1RT2FRXAKwzrh0nHQSAO5PhNwn9pekb+N5gmSJzQRvXHYSgIAFToSAcPsrnCGTwHk5QuwAYBT56gqPpRoAKKWQVP0WR0gLKMWbg96R33ty14RR4A6IPHmt1G3uGJ2PeyilVgAWs8hP+JJKustnajYiqbMRqdRq4MOEEIfTYjAIAu8EAJ7njFi6T8sADLKiJV780WDn0FT4EGcy26rLPOOhSFz74Y2JN75xcfSUTmFwWQ0Wqqntke6rHJWlMrAERhdY7NQK1p2Ujp2WW6ukEy/LbfvSlIFdp/lT788QWNwuzg6MeG0e95XKSpd/cND7vlUem4amniMtpFnC+f5516RGVxUF+eJK2f++Mqp89kRNODO2XAcOGR1ZaQghMIv8vk+2skTbralQ+792Ta0lTvNi9blXofI80619ZfZTZCPDch8BjALnLsszuQtshpAvJt+cCUnhmYhURelikfAh8bmzZ9pydjQ5cjwEzp5pSz77QuevAHgFO9T58zAwGITDu5vY1kMpndM0Ott9d6pMVfUtJ29tZsHyVvcM9YaTkqLp+u3RQHJMpQV2k1Ah8FzBfFRqDyXVI3kuyyhSOTvvfOyCqmzN2f1fLgwlPvJYFYwGobr35S9Nf+K3Xrjz+qWeSrDYKYSV84hWi51kXVNlAHC0HD8cvtVxSw0HTgFAfKj7LKX0HJWlBaFrz90hWlNXfg5sT+XA9n4zFm1u08fmPry31JRQtMs2o1APADaT0GIzLaR4VTABVHOhk0vcng1Fnmsp4zlCyiwGvr/Mbbo6NBtrTa3RKnJkKiwvjq5Iqpo/qemlhBAfISTfYTGIZqPgTP23iFTsRCnC8+Fkugg0DzbG4D0AuAqP1Tk9F5j5dufk6MtdU8cMAp80CBx12Y1v/vwzDQ6zSawcdOqWu13998FELbux6CzEYalIxQWWRxoDE2IvF2rpxsKyI5xoGEi9LwqYKEihFMZzXVMzB3blB90OY7c/LK0Vg4TBhOstWBm74aW705aCQns2kVgzWBdcETaeazeqOq0PJVXcnAwt3koITGbx2K4G1kswOuLr9HpjWYtKDofpjsNhWq0bbALsnG3a3eHtSjChFLcP+Yq7psMztW5L775iR2xXgXUPR8jDdO9RAfzfD/H5H2lyhalN8JkT1cnnO0aOgF1kPvDhhz8GbGC2cO3bOUgwJmnv/8KL43FZd4NwnGB3WnwRafjDbVUDqk7DAkdUUeCSCUVJgFnDEbANdqu4Xu+fa39vY9FpQgjntIinrUb+xsh8vFLT6Wb95K+DJWPywIpoClg315ILfYHnzASooEyNCwpgJiZhJrbSSnA6Jrmfaymr5PhV48jzYJso0XWaOFCS59Z0ehAA8q1GDsDpr77cc+UH18a9AAKFhfZ4RaXrOgBEkmrYYuRHOWCOAjTqD6q+QCypxaMBSnVKCeTQrFEkHEc4jiO6rkcJ4Bu8cjPkn5hqQcpuJxCITAD4ZwBvpl4/RIHb11rvjr0Sj/WDBQOvgxWgMhMZ6S4oD5YmoxxgiY+TWCV4Fl0FOlhX1SmwZEM6CUPBCoJtYEWnbEUeX2qde5Eqyi1HUbR8SukkISRb4cmMrSnD18MN9plJD5oMixyZVXSaqaRNdyYmq1zmzjqPlTtUnlfvMosbnUPySCHynLGp0L6/qdCOD+0ppn/yen/3Q5plpQH4bQB//xCeO0eOHClaKu3DqTlT57FojfHIQghxCYS4jDx3fTvHuT8dlv7233sDqk4dHEeI2SzaG6tcQy3EPUCA5HxMCkaS6qjbYYqJAjdKKYjLbtxyolhS9f23p0IX95c6jxNCbH/wXMuxDx2pOP+xv2w/kpC16k0cKg6WdIiB7YG3wOIoAxbjAgDAtC9WRyndTdhQcmgUmFjafb6AztPOx2vyV8xxpJRi3Jc4l5C196Rumv1Qc3EpUvFYgcNoMIn8ibvzoZHZsDQpq1pcpwgaDfx1AFTV6Lyi6QTAZZNAYv1TIXPnsD8cj8sdlFKajCXDajQUIoQj4DgyPeWlqqri39qHIkHNcIwQYgOAl9+4Fv3zW929M8G4w77vMZEQAm9EOkJVZYYqchIsAfbvYCr3TGu2dBJnLzKs7sCKTXGsXpTSwOKiBrBrtftg8dVpTuCTFfub7wFoceaZ/Xa7qTsSSa62x44AuAfWibVqYSkcTtZSSvX0+7OcmYhU/eLtqes/3VK2JaV5NsqdpiXWdYR15qt0MfkUxaI1cKDQbrjtsohildvcIvDcA7WdeVgYBM5Z4jS1ljhNUDQ9+lqvd00L6AeID8BvgNlw58iR4yFx9kzba8++0PlTAL6DxevMRxZCSKEgkEKOI9vyEv6n9sFAINprp4BNEDjOaBRIXV3+tNXIjw/7YpFAQk4CGEskFG/KIY6oqrbl83dt0Hfk4r25nuONhc0Cz5f861c+XfjNs50XPvPH3zhN6cZDMml8cNJZXtG3e0+pEi1/F6/Ek7eSsVhy+GpXoSbLS4QYw4MTRdjgnJ+xQLy9Lt+22r6YAHOMeQ8AEEL63tNYVI1Ul0pRnslJKT1wYdzHKxq9q1OqaDr18hyJA6AxWY2AxSiXE5Li658KRW6O+CMzwUSHpuu6rGh+g8if5zmO84fjcS0enaBUVwEovMX+RDqu+D/fesP32o+u2WSjXbHW7yVJRTMnFe2EGg70/NHnXykRRcFc3byrE8CHl60/kPr7KNj4jWKwOOgWWHy08jVz3AAnGiQsdgTdAMvD1APwXe6erbjcPVuGxY721eyce8CE+08gS648GEy4Cwrtq/1XmkNY6TC0bex2U8LrXdTaEoIhSuFEqmvbaBIyhbjjYK/TDNaU8BM5GzOYUIpvTIaKb0yGUGw3Dn/2RI2LELLeeJAHwV0An2uptHsfwnP/REA284Wag/F8x4gdwFfBLhiKkOqqeYTJLDJsmnAoev2Pf/9r7BxwXNJ58NSqMxM+8e5d7fXlzh37gm4osJ07WZu/sG5K6czofDwhqfqSIcuUfcjTHVL8MpXlEFiwF8KiPdwlZAxOTD1eujETvJlQ9WNYA4EjyeYi+40jle7VFAmXwdqPOVXTw8NzsZhO4QbbXHWwDbL0s1+/NN0/HX4XABQW2i9XVLrSxZolG9ybX/tHFUs3zDCWJh96sNhdNIDF9u9PJG5+9ZsA8HzHyIcvnr/1ny+dvyXOzPiKqU4nwAo4KlghagTMkuYuWICQD2ZLNwO2CaYDvVcAPI1FVS+HlDWfsbS6w1RanTmoMs3rYIklFUw5TFP/Th9TAAsmarGBotLevSVXjCbx6Bp3uYtlFoA7xCUAxziCyTOPVccr8sy77s6Eb92eCvvvzUc1RafVjQW2qZ9uKW01i/x2h84/cvji8tRXO4YDqxSnqMiRAUWnVdj4zK7N8Htnz7T9Pw/guDly5NgCXWORCrDYCWDfxSs6Kx4l+ryRG96EfHD9e67O4GSo/Z9fu38aAOx2Y09DY9GqtoBPNXqum0R+p+JM7WSt50ZDgX0hCRJLKn0n/8sPi/xRabmlRjo2AVZenF8GK0o5sChgWX4RrgOQf+9TBydFgatba1FGgQsdr/bcqvVYV8SImk7fVDW9HiwhMS3ynBkEZlC2vrsz4aHJUKLqT795Qx6fi7cCQG1dfrvLZUkfa0H0Eo/Lw709M0tiRF1V7kRudezLuCkJwAQAhqLyS+aK+mMAELrePghK6wCAszrOCXYnUfzzBionXWCFFZI6JxYwwUojmFI3Cqa6dWOpbTFNre1Y6vETYB3n6c9BH1YmpvRjn3rustFiLtZ1Go9Gkj5F0TAxEdR1naYvxA1gIp715kIBAFoPVoxyHMnqBPF0Q8H503X5Oz778vmO4YHJcLKe50jv6V3uAqPA5Q/OxzvCSTU+E5YEAHtrPOa+hiLbUZ4jDyJGeFvjj8l9V4aDdrqy0z/BEUzrrKPqQQiunj17pu2lB3DcHDlybIFnX+g8DOBPwfaS03jEraJud03OK4pWsI1DdIDZCKO01HmhpNS5aufK9Wtj6WLGtiFA8Huff8p7oNq9YKU3PDF/5bGf/tJBWVGXF72yxk6iq6C97PARe02tZx8hRASAjn/69lUpFk/HZBSALgh87M++/JsWQsiaTQRWAz/z3saiIbfFsFre6RxS9rzhhDI4E0iWg3Wq6wB0k8CNKLpe+MVX7pUkFD1tj9eJVFHn6eaCYZ4jNQDQ2Tt7+ZUr48vFwwv5Q6rrY+Eb5xZiDkv93nYxL/801TUpfOM8nzoPuphf0g6AV4NeG1UVA1jeSLMfPHVQC/mG4oPdxWC5n8tgea2nwGKazFzlHFi3VAMIGSKiwUsVuQCU1gCI2FuOy5xoWG63mB7D4E49ZxiLMyxJ6o8JTByz7meG40jsQGu5cZ335zxS7gE7BaU0eevmBHSdmgwG/sqevaUHCQE/Pha4wAtcwmgUjB6PdQ8hZBgPwa7v7cDRyrwrH2oubiSELBFCUkr9OkWM58hmmxg2ggqgsaXSPvQAjv2OIVeY2ibPd4wQsMGUX9vhQ+t4MBccq7GtwlSqcBMD+1LXwH45BQCggEwAjgI6AayEkBXtsKsggXXIaOwQyMcq9m0A8HiN52pj4WKChVI6PzwXUxWNLvjP+hJye683choAOIKEyHFBAIQCPKWUEKBbBz1AKeEoKA/gOqU4Rhc3KxBg5nB53o2rE8HdYEkLHYD+9O4igIKTNV2WVX3aYxW5ApvpGazedn8OwClF1WdG5mO9Ol0y0DkBYA+A8k98+a3r/qh0CAAKCmxXKqvcRwEgEkm+Go1I1tRvrK7MjlEQkqqzEQBUGbh0/amMY97BYpcTwIKNPADPJG5+dTh9o7n1138fwH9bttZMVe/rYJ8PA1hQ3A1WkB0H23D9WCy67cfifIk+ABFiMPHGogqv6CmycIJQCJZ4cWOV1ujt0HKgrEsQ+BVq62WMIGOGwhZJz2lLB6JeAPfev7tQe7zGs+T3KKlqMV9MmS1zmh7pBOx20Smll0YDV+7NR+UCqwFP1uXvAwCbUXBpOtVGAvF7f3913KpRupM2qU+ePdP21g4eL0eOHDtE11iEB/CXYMr8HWOt7o+dptcbuelLyOvNRswKpVQD2/tXxE5gdnIcWKzhTCcw1kLT9LFXr45PeZwm2WoSaWNlXrXAc6t9p0of3ls65bEaFgo0MUntO/y7P6hKyNrCvlxennepqNhxDABUVQ9rmh4nhFnHAAAhZBpAFccRDgBPKa5wHDlJCIS0/scicrd/54m6GVlHrarrEqXQKaC2VDgr5qLShK5TXdGpr9xppjajkG2eRgeAE3FJ7ZsPSzPp95cQ0KlwInZ3LnIcQN5/+4drM5SyhEJtbX67y71QmHoJrGuJyrIa9fvi1pSFIEBApVg8NvDqq5ld8hFkzM40ldedF9yFxdHbl5bPgVwiYkrhx2In9WtgtsgAS4qMgBWLfGCF2UmweKoCS+dQ3gRAYTAqos0ZFD1FLiKIbk4w2IgougnH72SRRj94qMJP1rA+MfBc/IvvaTCslyBbD0ppEIBjoXtOp5OzkeTg3fmw22IUloiGkorm1XQqWY3Chu2XfxJRdZoYnI9dD8YV3W018NUe835KQQ0C59B0Kk+HkrdvT0Z2YbErb7vEATSf/f/Ze+/4uPLy3v/zPW36jGZGvY6KVdzkbq/lso3dpUMgXBJKEnJhSUxCCglp/LgJlxsgEFpMuSlcUmhJgAUM7LLNsuUuN9mSLKv3MhpNb6d8f398Z6SxJNsjabyy2fN+vWRZmjNnvnNmNOc5z/N5Ps/Te4ZytD8dHZ0ckpo99QxyP3/qFcs7Xbky6lVkbS3doDIWrIfT3cU8FuyG0/Z5bmRhg6gp8tXEaH+cM1vjnMFEBbtzCyFkSfGP58jkpb97o8Vulubjg77h6TO73/6JfZn51D/46Hv6yyuKagAgFIz4ZFlJchxHCCE8IYjwkoEXRM7GEcITQvi3bCy67LYY9vA8x6djp1Ak/nLvTERUKSlUKE1SCg0Es1vLHZunQolhSilVKRLVLjNEnrudPVs3gMbuqeCZq+PBBAEIIQSEgJbbjBGHQXxNVFajn3zhZub54yxSYzfqCszPEUIslFIaDid8sWjSSVKzKzhC6KQvGr7aN/s6AKBUGw+2ty642nB81OxpOE8JMcX6rmcWSGQwAXOm89SMY9fDBQCgyUl/pPvSOS0RS7+/+8HiqlKwPFQ+CLkhOgvHDcUV1bzZ6gEAqmmKPDt5iYiSgbc6gpwghlP3sYLFcy4AOeuikSR+csvWsrsVsJYTF60UDSwmtSP1XtY0rS8SSQ4aDMJWSRIWF3hHsJBne9VilfjZxzYUXHeZRFyZCJo6p0INKqWirFKTQeDCBzyuy49tKFjVvN7bcAPA3uZKW+CuW+rcFt3Kb40cafHQo22D/whWnFq1cjZFK1gRRgJTElOwD6S+1O3pCgTALmjvCzuLVGVk2Tk5ZNH3LAiCXZRnPreu223cNjBb4XFZQgaBs6XWUuApsPT0ToUdlMIs8mRiS6ldcduk1lODs/s1ClNC1RYXRKoBWACa/nsQsOhvgwLFGgGPRQpvi8gPOc1SOvGTLvCdAXsNd4C9fl4wNawYS6o9w96oBcAj8/umVANwghBSDgCbNxXP+ePKJUpphOM4U+p4cLPeCGZnI+nOI7pj52Zkdn9RSpN9Zy+qdEE1u7jqvAesi2ow85exS//wSdP2D8UAfC7j15nP/3GwVugGsNd5L5hPbQysgLgNC8mXTBoBgCbjiI/chDw3dcPSsL0iy+LkiiCEJLIoSgHMRnAUSz2J74rDKJx/or6Q21Zq3xlJqr7/8+JNCYDVKvHDj9YVCPuqnEu6wowCbylz8K/qohQAcISQFo9rX4tnaZzEc4T3OM2NZom7FEqouSxMVQN4OYf709HRyRHNlTb1ynDo4wB+HWu0qxoPxVpnY8n8pEqtMUWtBKBxBHGLKIwCAAUIKAUFuKZ8m9co8HfqrF0Ja5r7kLKayMmMQU2j06euTQ5f6J6ZP7cdbC5pe3h72XKfqYafdk2G372zAukQwmIQGn/+V685+/DHf76XUmB7tavnU+/ZlWgfC7b995XxFkHg7ILALe74HcStCXEOi2KnqKxtzbcZvaGYkjmwO2mRBKnaJaRf96tgopZWMKVsIxY6qacBOANR+cKkP96AjIt8VdPi/XPRdqTsIbc2lw1SioloNDnT3+d1Dw/7LlEKrrGpyGY0ii0AIElCb3GJ/Zbh4apsutG76HBm/hAf7TuI0b7TYPOjMtmHW+eTAgvdvyJYXJS2by5KfXUDGEgdq41Yfu4lK3YmE5B90yCCeMZYUVd7L2YqWa2GG4SQO85JS6qaeSwYP2mReMlpklaswA0m5BPDwZjTH5c3O41ix8Z8Wz0hxJBQtWFfQnabDcISG0KjyK/njID7BoEjpoYi67LxKs8RqchuaCTjIV/KyicXiGDvSb0wpaNzH5KaPfWHYKKGtSBvLrVdMku8xSzxbpPIFVNAk1UaiCbVGQAL+g0C7nT/HNUo6u68yyyha56ZJSJH1oZU0wbjQz2qPDczf26z1De3CnbnEsG2qtHi93755IkffvTR+S6Y2srCff/vU+87/hsf/efDAPDW1+y4+IFHN4W6ZqP+AV90h81uWXzhm49F3eUWoyQIAn9L0cRmMW6oUMngbDg5H3cQgi6LJOTXuOdjpwBYDNYKoBbsszsBZkM3RymtPDPka+2cCh1ARtGRA+asbusoIUTkCBKPNeZfBkC7huYmfnZ6qAjAZUrBac2lVRzHNQCAxcCfOryl5JYC2JQv2na1Lz0ifJEgTFPN0f7Ow1g6LkQEE+NcAeskB0Dmh39xopRn3bznNZGeK61qyH8ILO/mAdBBJOOApW7zNt5sbcCikSqE4wSpoHTxXMrjYLFlznG7LX24e2dVPliMmIeVO/YkwcRPFWDH4CTYfCjKcdy4zWZsBLBc1+G96AZ64AgnVfcz1yeXbbpIKJr14lig9tG6/AQhxLDcNqvADVYA1QtTa0AvTOUGJ1iFuhGrH+49BPbBs9j/kwfzmF9MGKwVdbH1yoPGOFhyQwN7P27F0oJbE27j00qB4mdvTJ1406aS+SCB40h9XbF1UFa0cUngdhFCHmswiSAEL5/on02rfQkWlBMcmCLj4dTPtwRMlNJJjWJ0c5F9m4HnWykoFJUSVaNEErjMmUfp++0DK9hMgRVwdgMojCXVniFv1B5LygNHv/HT0eNnrtfWVBZNdveNVzz7b381b9OjElIsivxmMFUtkPKN5XjSmrkuTaNRnieZU9BFqtHlgj0KVtz6Hlii/g2m7R/ygM1DKAALYqJgnVGPp+4jg6mU04kmASyZYgRLpFWmvi4gSwWKGg42JMYH2oxlNcvZ+q0JQeT8SM3QuguHwZ5bps3hHbFI/KW3by0VNuRbdnOpvJDVILj+1xMN8alQorfEbtwqcGtTEr/a4TnCRZNrUs9lIgN49tjTe76Ro/3p6OjcA86Pz1VuLrBfMwrcodV2Ocma1jEUiO1UKc08F3IahTmUVJbETpPhxKQnb7Vh2q3QJdqPV46krN54/sKoP89qSE7PRc3XBnw7KJ2fZwgAOHl1Yv/OhoJ2m1laYgOYVLUt54bnWvdWueYv3KoKrHuvfPZN14IxOVrutuwBUN9QYocvmjzx0k1vWk0tIDW0IfVzuqi0GEqA0SK7oa/YYXSaJbmVAqAURGPS4uVmUh4CS7CYwC7KNwAo80eS56YCiWpZUS/97Q+u2m+MBUorC6zT4/6Y+f1v2jgfTwgCvxmA1WIxXAPgURTNCgCqqp3MeIxluo1uW/CRU88vBBYrncWCSpvHgl3PTSwUra5hQXnOg12odqaekx3sOqEBLPbNiuT02D7B4W4VHa5VOxvcDlHio9ls95VTgwesEj/7Z49umOYIKbz7PYBQUjnZPxcpCCWV+fh8Li5vOTM2FzSJ3Eg4qd7RGlsnOyhFyd23uvtuwN63nz329J5TOdifjo7OPWJnpaO6Yyx4ManSVQuirQb+fKXLdEuhgQCcQSBOg8DdkluilFK3RWqdCSdzU5hao6hnLWjJRHt8fFDjjaa4EvTnKUHfFixyUon0Xdtub24ZJBznWXz/y4O+g89fHb/6+NbS+bjnTY9uP3ztJ584bzJKBpfDsgMAip0WrfPl3rP/faI/LisaF4krkihwiqpSDgSGD7550xTHkSIAoBlCYkqpQoERTaM37WaRF3jSSimgUUrAcjWZQpL0cTwEJoIJgIl7qgFUt/Z7j/d5I3WaRl86O+gvi8uq3STxgZo8c1Co4FICLSIbBG4bAJQ4TVFNo82axoTalKJz/rhpdEme47ZiGY6PAPQqQBRoqhuswJJ2AeDAutzU1PMxA7Q4dP1CG6hGqKbxoJpANdWBhdjJDaCZJuPlnNG8kpEIh8HycTkfuSJKgnr3rZAPJkzqw0LcnA3HwXJ0mXnPA2BC9zBybA/4aiTPJPoJIbmIndJOFx9urrSN5mB/r2r0ZGoOONLimT3aNtiDhZPFcoWk2xEFKxqYseA7nw2Ru29y3zMKZot3uxbkTA7gNgmQmXDi4Fgg1lnmMM0XGjhCPAaR92RuV2Q1posqy6kWvGDH1ALmPKYGYsrpK6PBqkhSrQDgesPG4ummIls9blVIdGb8P3O21gawgltavXF1OhwfODPqe1yl9KGz1wZ6vb5QvtcXSifjg2AJD/WR2vzRQFz2KRoFz5FENKlKKqWIz4YjMwv7J2ND0+enL1/kw7NzpeY8x0T9gT0FhOOqqaZJYIW2AbD3Vz3Y++txMI/q2yUAe1LHIR/ZvxdXlJmT52YqDaXVk4SQnHg+p6mocHYju8IUwNQ6WSVjAKDaZQ42FCwdKirxnLEiz5SrIP1Vz4cP1gjto/6Tx/tns+1mWxzkPQfgY2BJwniu16ejo5NbEqrW0T7pjxWYpUv1LmvZSs4LlNLJiKz23vSFyxYVpe6IVeIVSmluVHJrV/2uiqSs3vjSf10tjiXUhjttRynI15/prP3D/9E8xnNkSWfOtcng9s0ldq9Fmlffwm6WNtvNt9ZutpU75JduepuREsksYrFqO1JsN1zYVGrbYhC4CgJIGijNs0iLY4oYFux8MxXFaXvBDZRSVVFpu0YxU19i3QFg16UBH6IJxewNJQqdNsMYFiwQ1Zp8c7tGKVE1CntzyYTPH5c0jcJsFDM7oCoD096znS+c1BLhcFFeSfFI9e7mzPfPNTBBUQGYvbIJLD5b0tWTwXmw+M2A1Cyru0DA5n5mbVOXnB4zIeSJAAAgAElEQVRzCHZnhBCS9Xv9rosgUMtKHUq224eTqvvSWOD4zvK8rApT05G4GEoqS96jKqX2cFJ91c3bvBeIPGc9UOscuDEVGZ4JJ7N10VgcO30NbPbfLFiHoo6Ozn1Mkd3wQpG94Evdk+ET/d7oDrDcRVZwBL1WgzC5tzpv2923ZlCAxmQ1Jx1K6WXkcF9ZoyXi50IdZ3YDIPKdNlRVW6T70pSlaUdsOZeX3/3HM7brX3iLKvLcvDC3rMh5S7cOIYQrtRv9AxOhg1hGtN7WMXHyYHNpEQDwBDyldHouIt/whhI7KUU1z5FgXbEVkiBlusGMZPz/FsthsK6ccjABTBTARadBIvvLDWWKRmM/75ypA4CYrJWaxcT5kyOzCljsFAIratEilxn7NhadCEQSnKYBPEfmC5QxWau/fKnn/I/+6wUuFk3Ym3c0jO86xOo9VNPU5Oxkv6mqvkPIyy8ggrhZS8QN0d6r0OKxO3UKpZ2GeC0Wzka07E5Oj542FFeuRNQSw8qKQneF50nI5TKvJI9VC+AUsst3ymCvo2eZ2/KxRocJHcaAL9r0tdODN97RXOp3maXVuGgoAP4XgH8HkGyutE3kdIGvUvTCVA442jb4MQDvBUuMT4EVmgCW3B8CK1hkJs2nwS5KZbCiwWo6SFpwmy6iB4QuAHXIvhWbB5thNINlWlef75nm3rOrUuPuoLo2S7wLLOEwiwX/YSOYNV0+gOOU0iZ/TPZ3jIXGwgk1M0F+Y2QuJpc6TCpuLUxFUvuTU/sYS63RBPaaPw/2Gm8Vec6rUuqllHoJoDpd9glV1QSqaVxqewMAHKxxbwA7ic0zNhsZO3lhuANMKWEFcHp6JuoMTs8aABoKz/q4i8/8vAHMMjCeWksxWBdeB1h30+O4M/VY2bwxmnqsKWRZFNLisYrE2MApY3nN/DFUwoETscFuj7l28whvsmRz0p7HbBb76jYUhkSRX+nfQQkyBpwvudFuONnicRndZslemWd6UP/GHijyLVLZa+oLypKq1np6aG4XADMBZigrsDaBBeD/Adb1dw1sDloNmEIsBCB07Ok9+tBEHZ0HgKNtgxKALwE4NBNNWqJyYMAs8u0bXFYnR0iNqtFujqCcEDJvdadROhCV1fFgQlaHArFtKqUrtmTtng0f3l3qbDfwZM0KSroOqt/pueiprz/TmfV5MpZQ8v792RsT732qoYAQsrhbyPZs91THr2wtu+OFbqXTZAArQKUv7tOzGzaDFWwuAHAU2qTEllJb3LBwPlYoMJZUtCpB4sbB/P7TzIElTyawEDsNgol6IsGo/OJ0MLFV1egegL4wG4qPx5LKLEeos9BhNKoa5e0WKQhW3OEBoLE4Q0BSNl/36JqNJIfODvhBKaVDg77WmTEvHwsEzQCivtFxl290fDNYbCiAuRDwYImk82Dnnrt1V+/GrXM570YSLGbMOlmiBGablaDvuOhwHwYASmlC9k2fSUwMVVsatwc4Qdxyt31kkuc0Xaqudts4jlvRBXnPTNi2szxv2dsopdQXl1tnoglbJKkUxBQtV5aZOnfAbhKrt1fYiy6NBI/PhJMHAXAEGKHsWjOdFPy/YMrx82DJzUqkBHnHnt4TXpeF6+jorJijbYPFYLGTp7HYWlNgk7pCcSXQORHeAMAlcOS6otGNyCj+CBy5bjXwvgKbgavNN+/lOLIiUSVHCHewzrX/59dnJund7cvuCl0HUU/SO3E8Nngj6+t5NRqqi4/2nzJV1C6Jt5KKVv2X37p4/DPv2XXH/TWWOSSw69X0LFEKlt8pP355fP/+LcWjFXnmyXBMCY7OxjZROt8JE1E1GsS81d0t+MC6WzvB8jYKmEXwAbDcoh8s/3ggHpfPTEXl4dlwclRRNJMgcDwAgRAksOCGwyOjA+exXfPGTe2Ds9GpzokwVFWL3rw53XFmZExRLQWiqbpMuni5fcOFs9cLQbg+UM3FWx0uc31zjRYO+OJjA6fVSHAbbi2cLcchsBzacqKn5QgnZib8huLKLDcHwI5LZtfUHFg8WwiWA1rRzopL7G2lpY5aQshKmhAA9jrdjlmw94k9tZ7aO2yrkyOG/bGGfzo7NPkbuypPFdkM+wFA1Wg3zxEFLPafA4udroMVb2Ng75spANHmSltsnZb+S4temMoNu8ES871gJ4y0T20ArBUzhAWP1S1gRYgVJeBvQ66q5q9kgDAAZmFSg5X7AxeAdU0tGWCoaLTxxZszxx+vL7xtkCBwpAIsibFYWaRRSkk0odLLY8HpQEzZltrmBFgiZQLAAY3iElgiZRZsyJ0C9hqk25QfAusCmwJTrqQHEleyBwEPoIoQgg//6Xs6gQX7jQKH4SUCwgMgf/3zbjkmazMcgcZzhE6O+QPtPTOPgRUjTUgXJDmeEp4PUlVxpNZ0DuykNglWEE0PP8xVYWU49fzU1HGpBQtmWpF9txIS02NbpaLyi0QQN8SHb3YmZ8YPAkD4+vkKU03TcclVlPV6y8qdY6LIr8bepgwsCcZhaVAy98F9nj0iz+VywLhOFnCE4I0biw+9vqkIqkYTPEcSHCH7/uJnXWYATwP4/KLiU+dtdqWjo3Mfc6TFkzzaNvgk2HnqdERWiyKyutMb9akcIUGV0kaJ56Yb3dZLc3GZmwzHG1RKSzU631GzaqYj8ViFPSd2fq9Y7BRLKB0vXRyLdg7OZWVBm8nwVLjpVMfkiZatJUvsP+Zi8v5rE8Ezm0vst+30ybcYnGDxzOKYjQJQjQKZ/N391YWzUdn1zQsjwpMbC67xHDGCxSGPEUJmwWIHBSyOoGBxsgHsYnwzmIAmAha/bPWGEpKq0XwA+MaLN03faRuoBFBZW2Q7+ZUP7D8AAElVi3mjiVYKEFlVtdFQwgiWsKFYEM48ZjcKlFKqdXZOnonH5MPEYJrAQvzVCzbrgAOL3wEW01WlvtYKTT3GFNj7xQMWfzwOJmLL2ikhNnSzQdjsHASBFOm56ldD/sMAELp8SrNu2nWaN1myVhFXVroox3Er7vjumAztiJ0bvvZbuytqFyvJVUo7u7whXcizDgg8Z97tyTtMKaUaRZwj6PrQgeonX//1czUAHjr29J7/WHSXtc6n0dHRWR8SAH4F7HzyI7dFetxtkcwVTlOSUhoVeG5zKK4MXhoJjNcWWAwus1huFLlNax1RSAhBnlnsmYvKOXA8WXbswD1BS8TOxkf7RTkwu2KhRHJqZL+Yl39CsDmWxE7fOzW47x37PTd21ebfvnNd0Xgs5AQzoZQiqoTkc7VV5gOXxwPXR4KxIFjeMFJlN41VOMyNYDmdUTBR8jTYa/+a1D5MYEXCE2BxzyhYfDEv5vrb7191XRrwVQKoLCiwHq+sch0GAKPACzV55lYKkFBCCXtjyVksxE0qWMFmt9MsnlQULXStY2xQVelB0VlwQXQW7AIAS8P2C9GBLj9nMEXEPPewPOcloUsnJVBtxTHqbZDBnHxmwWLFOgBumog9pSXj05xkzKpzO4UNLL4cAjumaVFbCCsY7QAApaWODSRLO+NFHMLtu6a68OA2GjzQ+ONK8RdP9hdzBBpHiKxo9Nixp/d85Mpw6CEAluZK2/OL7uJdj3W+WtALU7nhGJhi9FNgBZc2sIJAehitDffmA8cF4CJutVOjy3zXMv6/3LYq2FC99M8r9S7txYJf/t06FjZhdR1iadIDspcUI4bmood7ZsIX6gusu5a7IyHEZDMIY6GEckthaiqY6OieDE9HkuprwI5DAxYSMLVgNi7pIaAELJGWPrGMgCllN4MdBxtYlT1d7PCBJR+IVeKjO4vzRimoJqvU3zETBFiyIuSySPvSF/njwfikRhcUSRdvzgyDnZQNAJ4F8IjIc31FdmmwTyAtceZy6wY7wQ6BFT+zVZ8sRwzMCjCe+lJTxyQ9V2oxyw1fvD2aag11nGkighikycQtgWKsv+uwYHdd4QRxOZXQEuSksuIOGQLMcBwJU0qVzcX2cQIMXJ0IbqKAmycY+Z97q+Iizz3os9seaDhCwPGkA8AjzZU2euzpPREAf7/e69LR0ckp3wI7Z/0j2MX2TynAq5TaASCpaoVXp4OruQC8I95osjQiqxdJRrxC0g1QhGVMCKARAhAQFjct/J4CBIQAUVnNjJ2MWLDuzYpwTL7YPTQX4gghHEcoIeyzzyjxkFUNHCEghIAjwHde6F1TDPnixbGDdeWOtiKXeUn8dXbYt6XEbuh3Www1y93XJHLlHIGgZZxtKaWYng6djcXkgMfjfoPNIHaHE6oVLO4dB0sijKU2J2DKw91gMUQIbNbTSbB4sx0sMRBFyq7ZYhD6FY1OA+D+x/7q6ONby0ZUTdMMIp+2aR2ReG6q1GY6BACyqgVHQ4lMe7gQUlaBIs9tVAPRl+IxeY9R5G9U2LmbF4A3pLarA0vS+8ESSGupWPrBYsIkWByF1PPZgIUZVJlkbSkMADQZLw51nJmhqmqGpmZ0n1Eu3HWx2b69ZZyQW+ae3hZF0RKimNV40HkIe26crGmByXDivFHkkGcQdwEwqJR2X5wMrCwW1Mk5hBDCE/wngPcDwLGn9/SDxfM6Ojq/BBxp8cwdbRv8VwDfP9Li+cnRtsEPA/gCzxEJYF3RNqPgObTB7cn1Y9cXWgoSinYRAKWsSRbAwowkSud/P38Tmy2Z/sY23P66Ro1SEEpBnzs/Ujg6Hb6jLfFi1Gi4TQkHVEIIZSMiCUAICC8AmsrGRhICLZkg8eGba5rNGOm5vM/e3HKdCMJiO1/DO//+uOX8p98QcFoNjuXuW+YyL8klUE1Nxkf7zxzcXa2Z84xPahQyYfGQEyx2KNJunUHZDSZkaQQT8lCwYlR6JuchMMFyHaU0FIorFwk7FXBfft/eZELRRlRN004M+NSfds9A5El/mc0YLbWZHgUAn5C86o0lM8dkzBdq7EZh/1DvzHVNpRVmg9BZlW+Z6hoLAACIKO2S3EXn4+ODVPZOHEKW88ZvwxSYKCkdO0kAdmB5C2WSmBjuNlXVr+TaoB5MFLW4AGUDK+Td1kHnlgcmUDWNzvH8igtTfWCxcRAs7iVgeUQZLI+7klEuOvcAjYLTKP1rAJ8BgOZK2+l1XtKrEr0wlQOOtHi+nvFj99G2wU8A+Pwr8NAlQE6G3mZyZhX38SF7+7dccAhsCPUS9cuJfu+GIqth1GESy5feDWgotPVfGJkrA1iEdKp/7kQgphwEU6kkwHxdebCTfLo45QLmx2PbwU6cidR9roPNFBhM3WbCrckGN1InHIHjAiaRLwcAhddCqdt7wBIz8+2glN76d2kyScPRaLISQPCDTzTYXrejghpE3gkg/hfRsa4X2zpKwIpi+7G8J202KGABjwHsc+FO8xQW0wSWXMxeXaxpJppMLPFtBoDE+GDMVLlcDmcpLrcl63UKHOnfUmwf+ZUtJQd4jqQTKBsAwBeTT7yzuXSD0yytqKVb556hAnhnc6VNt5jR0fkl5UiL5y8zfnzuaNvgNwG8714/bkRWayJyNnOLV8Txu29yK6PT4dDPzgy/YirJbxzr3vlHv9bcIwn8YgsSy4+uT+BdOysjEs8tmVVBCLFvLXVcuzwW2AwAmkaTHVfHOhVF28dxpMvjceOn3VPBN28q3l1mN57kyPzspMwLfSNYsYiCJSB6ADwC1m2+ASwGmS99FeUZa5Gy/hN5ctpsFCtSN6VnLMwho1NbY3FZJjakEiwEGPr91260l9hNZp4jJkrprjeeP+P1+kJ+LBTMVksMrJPfDJZ4WN7nbnm2gq076+5sKieXL/5oqlnxz54XnQV3LUwJAjdrMolZd1fxHOmqLTDP1eab96dU92V9/ggIoDQXOc52TAe3qpSuJGbUuXdMAvidIy2exHovREdH595wpMWTGSd9CcC7ASwrys0lbqvUdPetVkZhnvHc6PTKLvWS3gkuOT22FpFz9lAqhjovuG1b9s4SQm4R/SoaLX/tJ5+/cOqTr9vFcUubwOwmcWOeRQr4I0kHAGjJ+HSo42wUlB7qviKffO1r91m80eTxYqtx00wkcTamagcAIMZETxQANEpFShEEq++pAH7GEfIwx5EXwIo3ESzETnRiLr4j/fhV+eY+o8RXAEDvXGwIAP7x17bnq4rmnQqwU4RK6WKLuVowkU2eyHPXvvjbe8UimzGPEDKoanTra//3s1DmZi5FB28YoalriZ38YJ3yaQeerJ13krNTBaaqlTrp3dayrxK3ySkuxuEwdfA8l61ls4IFC+z0fZ5KfR8CKyq2ILu5pDr3npMAPqWPhFhf9MLUveHLYMf279Z7IatgNX+Q6/FHvAmsGORZ9HvHD6+NT75rZ0VC4Lglw82bimz5l0b9SZVSqc8bPZUqSgHMmm9Pan+/AEuiRLDQIm1LufZQsAIUsGDTl1b7pgst/tR32jcV1lSVJkCgfeVnXfILHRNBjoMqcFwsqWkzHMEGQrjxP//DL8RAqUgItJb3/XoeIQSapiVGhufORqPJAwBCf/625tMPbyxuBOvQ2qGqWjyZVG6AdWuttrU+kN4fsp+PsByDyI3tDWS/12OsqIsSQu6oXDaZxEFCiCfb/R6odo0/cRurxw/uqzq4VpsDnZwSxgrV5Do6Og88vw92MfeB9V7IK4FGX9nQSVY14z/9uMv4O2/ZFCSEZHYXQaOoeeba+Jm3by3bt9y58Df3Vgb/4PsdAIC+3pnTiqIdBgC73TgNoOn8iH/PwWr3y+/aWc51eYMDKsUoFrr1ARZAZcZODWDx1cFF2wAA/X/nBxVQkiAE2pl+nxxKqEGOEGVDgSXuyTdPg9ICXzA+9aXvXyMEoPkOo+/9b96Utrf2gxWLDhFgZEdx3phJ5G1gln3NiaTcYzYaZoHQWiy1J8EEQXuQRULjNtiQZUIkG5KzUw4hL18lhNxRuex0mW8i+676aHOZLVHsMC45VhQQLk8FXpnkoE62zIIJe3R0dF4FHGnx0KNtg08B+C8AD6/zclaMpq3CEpm+claAAOtWjvZ3XjLXbHSRRQHSpD+26w++ce74l35775L8AiGE/8tf2Xr5T/7twmFKKcJdF0dA6U4A2LVvswAAvXORnXtKnVd3lOQp/f5oa/qu6X34QklhNpxMx07NAJqdFvFEocP4WOZDpb5rG0qsMgANFGrLXx6LxmQtwHNELa9yJQWjOP3H3+/QvN5I5Er31Agh0HbUF4Se3DtfsxkD69baLXDkyq4Sp1ngyCyYkGhbIBhpj107PScnkmvp8OkDEwTtxModmlLPUm1SY5Eh3mTJSd4JTGyu4i5dXy63JbCCfXrBYl3PMrflyipaJ3fMrPcCdDIGI+rkjiMtHhWsOOW727b3IQ9KYcqKpQpZAICi0YafXJ88T5dJ+kg81/T25rIrcVkd8YaSJR97sqH1396zo/Ob794x99V3NJ95/0NVrRzBhiKrJDxcly890VhANxbbCAHodDgRW+Yx28CKkBcA3Fx0GwEFRwEDpTDFZFUMxWV7ICo7Z8MJUygqFwQicrE/nCiVZaVMVtTKpKx6triEc4835l/eVGBu881GagHI73i0rj/PbayllOaDdXWdoZQq7R19e7HyWV1pLoHZEh7G3QdU3o1G3HmwY9bQZKI41HEmRKmW2coOTZGvZv5ssxsnst2ngec6t5bYl+2iA5h3ts59gwo2oHut70kdHZ0HiCMtngiYoEe727a/DLzCdSkAwGwgXvnixbFry90WjCv7Tg/6Wpe7rcJp2v8XT9QfD/hjHVV5xtL//pNHTnR98S29xz/2RPLLb996+g2bik5/7cygaTwS42vzrUJ9gZW6zJIAIBZJKrMAKhbt8hdgXUatYHM8MyGaBkGl1KBo1BSVNSEma/ZIUnXFFNWYVLXCpEZLYormUjVaoWi0cjoQb3i+c6a19ebsaY3SDjCxzfT24jyYRJ6ACXhMAM7HE3J8eNy7lqJUK5gY6ABW0O10G5YIqFaL4vdui9y41EspvaVbZnHsZLcZs+6mMYncNZdF8uRoiTr3lihYl+CybgQ6Ojq/nBxp8cziAbU7X6VA5xW/aFfmZrYrwbll46MfXRg59KPzwxeXu+1X93sO/+6TjacSYwMnX9fSxJ/89p+3TbZ9YfDP3vOYtr3I0eYwCH09vnDUbBD4nWV52F7qoI35VgMAq6ZpM77ILUUgNd8mPVfoMHJgXfrBzMcihPAcISJHiIHjiNkflQ3+SNIxG0q4YrIqASicjcrF3nDCrGq0QlFp1bmu6Ya//+7lCz9o7X8eTGyzkyPo3lWSVyNwZAysoycE4NrQ2ExETtxi+7dSToB1R+3CGl/D2PDNobXcfxEHwPJ4i7kldjKbpZVYPfdgadyrc38yC1aUXYsdpU4O0Dum7hFHWjyJo22D/w6mAP5lZ73aHuvBlBe1i2+YjSYPXBoLtO0oz1ui5rQahN2/s79mCgQmjpC0BaHPahD2PbWxCNsrHM8W2YxP3rK/SHLm0mgggIU2XICpSvbh1g+ys2An8EEAxGmVAhqlJ0FBuGjQn5gcPg3CEXCcH0CEgBB28EgSoPUHH97RV1nmfgIAqkvsbR9+R7NxcCJ0sqEy7zGOXXCeASsklQkCD095wc2u3rHsfO+WYkfuPgOKwCx5sraHuRM0mSiK9l67aq7bUkwI4QAgOTMeNBRXJgghBqNRGC4ry8vaxrLEbvAW24yvpN2kzuq53lxpe83dN9PR0fll40iLp/do22ArHkDl70rRtPUJnc51Tu18dEeZTAhZImrpmg61VDrN18rzTJsX37azIu/wTz98YFDkuSJCyAYAMElIOiBu/K19VXhNQ8Hxcqf5FtXwVCh+Q1HpLG4d+HwRCwO8Aeaz/yKY8OcEAHjyzAlVo/0UIIGhEd/Y5NxpwnOETNnmZoz8OY5wJKHQmCYnZoggNXiq89uTGj2cTKjQKLo5gumN+bawWeS3gsWJ55EaQp5nt4AQguXES1myWjHQcmwDSwbV5WJnajjYkJwcOWEoqZxXIicnR8LGcjY+zOEwXXXkmbJOLJXmGZOSwK3EnlBn/fjBkRbPu9d7ETo6OuvCT8C6NPLvtuH9hEbpikXy9BXumEqTGB8oFR2u5W4iH/6Xc9U7atyT5W7LEgebP33L5v2/91R9r9Eg1qY7rjjCFVokztyUb4sVOo2Sy3yrTaI/kjzdPxXJo3RhjrfZwLe5bYYnMjYLAngOTBh8AiyWkpAq+pC5yUgiFJ8FIWRGiAaCEneOcByJJTSfJnOXiSBuJoQMR2LKnu6huSSlVCaEXN5ZnFclcJwNzDmoE6y7CU115YsF2CslZ6IzNeTfTlUlTHjBmoPdcWCd65ld/AlkFP6KS+xtksTvWcE+86EXOh4U/u7Y03s+vd6L0NELU/earwP4TSzYlzwIuLAwK0HD8l11BKwYlQ4MbvfBq2BhZpUdqaHWOSZyuxs6p4LWHeXLX09zHCkCew4RsK6heYVhkc2YOawyDMDgtkgFjzcUbAMrPBWCFaVCuDW5AgB7NUp7ZFmTQMCLAhkAIXUEhCRmxhPx0f504eYamIIXYAWdFgBxr9cfppRSQsglAIrVJLr3NRQodS5rm0Xk9xFC/Fj4u+0wGQ2rDc6SyL3dx7LDP1eLEvBtpYp8mYjSNqqpvYmxwf1iXv4Z3mTZX1aWN8BxJOvZHFaDoHvGPjiYrgyHSHOlTX/NdHRenXwGD15hyoJU7JRIKvLIdGS+eJHRkEsIAUSBJ6qq0ZujgWUvqF1Wyfv6nRXdmgac75sp7hkP5qRokUZRqQHMxne5czZ/ZdzvK89bvulCEngPWOyQHhY9n6Upd94iJg0CsBXZjA1gVsmXwY7RVOqxMxHBrP0SYDEnX2YzBcAu7LmB85d7h8e8DwHATZY42APWHTIEoIkI4mzEtjfmdNbgA/urWk0Sb7rpDe9WKX0WLFHzMFjxJ80FSRI2JRLyajpLplNrzSWTyFFhCgDiY/0HpeIKLyEkX41HzyQmh/cbSqt6CcfXVVQ6E4SQJQPZb4NmEDj9OvHBQe+U0tF5lZKy9Ps0HrAxEvs2FcVqSuzHAaB3aCZ55fpwRhcySf9DARDC8wSaRrVYeFlhqtXtHCiorhyjlGKyp68uHoqsdszBsmhy8rZOHhRwfufkwMmPvHnzso9pMkp1AJKpolqUUhZ/EUJMRLslJgoAcORZpIcIIRemAvFuAqgGkfc5LdLibmc7WJzklFWN0zQaJ4TYCMCBgJvr6wnGk3IdAAyOoBUsdhoHG0NRxBnNw+baTWHeZMEzH33s3PXZcHUooeygTChUAmC+CKaqGv3uj9uGkZrNvQo6wTqTcoUtPjbQaqrckEvR8QYsWPqdATteMQCm0hJH1XJirtsQhu5K9iChx073CfoFxz3kSIun82jb4A8BvHe917ICGlNfALtYXstJXcbCSWjkThuugdvaqCQUrV7VqMxz8ycSP1hyIgKWkKkDU+7mgZ2oTWCzoowAToEV1raAnZSGwTxxi8FO1tXDc9HW57qm2973UFUTR0iBomojAKBqVBr0RicAPHRuzDed1GgxAIyFk923Waqc+m7sutb/eMAfvpDntCWtkpCsyTP/zCYJjxNC2gB0gdnT+MCSIygqcMRXeLzSnAGQ6w6ijUgNG8/VDsOdF8oNheUnlHDAAVAu3H1xC28w93Keh1XmApQdr28syvnAVp2cchbAvwIYBfALvSilo/Pq5UiL52dH2wYvAViLj/0rzfzg8aSiXfj28zdXPYi8Mt86/e5DdQcA4MltZefe++Vl3WNWjchzcdzhotkbSS4eQj0J1gWeBJtNtAEsHtF84YTPbBCiRpGvARMztYPZYnhSP3fHZTUu8VwpIagBUPdS59SzUUpffv2m4t0AzLJKBwSe2DhCRsEKXofBilXFACDwfGZRKV3mMyE1h5Aqsrvn5ZNPldV7JvItBmoUiNdRkveyUeAPgcVyPWCd9ZNgivJyd57VP0lvwoIAACAASURBVD41t5qL0VGwOCyX7AKLL7MtGN2VcOeFsOQq6pL9M8UAELp6xsUZTTe4LcUr6fYKeNxmfTD3/c2PAXwf7BrmxXVei46OzvryRQCfAMtjPBCUuC0HStwWAIBBDh0//cOOrEWniyms9Yx5dmw5AAC2fNfxjmdfzmlhivDCHXMuv7g6Tj7y5luazQfBLMI0sHimtmciPCnwZDD1u1oAJUlVmwPLn0yAxTY1lNIeo8jxdcXWfI4QD6U08c+tfc83Fdlb9zcUtABQ47I6ZBT5OkLIpWFv1KSotAGZgiMyP/M8kzywOAhaPFoZuXHZbmveT11WybDV4LiuJekcz5GtAK4DMKmqVjkxPTfW0z8+/dV/e3a1cW0EbARHTjuIkjPjVcaKulyOYygGE477wVyZTEjHv2RF+dA+sHlgOvcv/wzgebD87ul1XotOCr0wde9Z7qTwoLDWltsQFqrQFWAzmFartFiOMBaKaEtQNTrWMx3qaSq228HmMnmQkTxKQcA6uYJgBRXfXDg5LKuao8BusBFCJLATTBBAKYCNPVOh459/ub9+Opw45HGbXvr88d6ugZmofyKY2OA0i94vv21LEEyNMkIzbA4JmU+odCOz04uQSmNFXaso8mpzlY0rLXAUN+bbZ00C9zgh5FkA/WAn8yqwwGUHUirlp9/1xPmfv3yZrrCtPYLcF6XSrGQw5F2hcjI/Pta/MBxTVW1qNGSL+QNj9vzsczg3vOHBPRXOwlyuTScnnAHwaQA/bq606QO7dXR00jywsROla7M3dlik+eRHocO41Sjysbis5kzRV1Fk7SWELLHqAwBKqRKOJBTvXPiFfKfVDBY3lWCpSEkAsCUSVztngskaAONmkUuajULMbTM0p27vUjUtMO6LbZFVWnasfeTF77T1b50OxJ8iBKc/4baca2oobAol1Jp9HueltzYXaxdHArUcR4Y359ukdLKBkNTx5PgL0NR0hxYRjcbkhv27jsuJhMqLItdYZHfxFHYB3GG7mT9WlGecG5qJFGoURrA4rj79PP7o/W88/pH//a9Z2wGnSMdfucYIJs5YdUJuMVos4omP9XvSP1NFdqlh2SXH42dEQ9ZjsZzhhDJiNQj6nIT7jx8A+AKAE0daPLqQR0dHB2CC2hAeoMJUJnSN9sai0TCft3JVlN52rvRqkVxFI2Ax0RIopbHBcR/VNHqc44gZrOjkWWZ7m6LSdNe3FUBXNC4bQhI/YzOJD4MVQnplVQuMzMZaVI26fnBt4mzXVKgpnFQf/ckN743YseutE+PBncGovOFv3rm99cnmUkVRaSmYQCGzE54CUMHzp6Cq1anfma1u5w3Pzq0D/mmfGoiLwnsfrjO4rAZXicjvnvTHnyuwGyp7J8PbXz59vf8vP/MtUdW0MgBlqfuvZmzDJeS2W4pBaZU8O3VByi9etRBsGRbHxsUAiinFICFZi4eqsdB5pXN/8Q8Avn7s6T3LztrVWV/0wtS950t4cOdMrfViZ7GyZBy5LUy1I3UhTykNJRXtpi8qhyaDCas3nNwgq7SuyGqcaSq23+0EGkbqRE4p7TYbeFc4ThNgxaz0MMsQgK2U0qnj/V7ZbuL7wwkyW19oaRF4TqopMJ+cCCY2bC93DBx76XKyc9AbURTVOBKIqEQQWzmeg282KIMV5xrBilNUKqo4YyzzFBKOPyQJXM9f/PYhr9MiFY/4Y9OVTjMBG4w9CVZMuohFhbXigrzd3/z7D7X95h//w35NWx/P5UXsBrPqWay4zinB6RmpqM6T9fZWScjZgHGdnKECeHNzpW16vReio6Nz3/FFAI+s9yJWw1oDJ4tBSHdRgxBifHxr6dmftI/sXeNu53n9Q1XR9P81jXr9c8H+3p7h2NXLPc6+npF6WVY27f/mnxjyndY72stRSsdkVXMAgM0odDutkjmpaGGwLvBeACrPcWp1ocUeiMudLw7N8VQS+gSB61EUbf+UNwKNzLRWVrmK91Q5g98/NRS96Q3HKIXQ6TBrZonv4QihUomHWm1Vo0QQ60OX2xRO4ON1+3aeK9tY30A4rsgkcqf+4GCN2SIJRdPhRK9J5FFgNxglget12wxRRdWm5yLyY5lrP7C76fCf/e5bWz/1lR+sRKSTs/kIy9CAVyCREfH5E2ZH1u7icS576xqdV45BAO880uJJrvdCdHR07h9Sdn5fAuuaeuDQ6NpOsYIkzodfvCDUWpyOochcoGrNC0shFZXP74tSbUyLx4aV4Jwsz80UqpHghiCl+zXtV8Fx/N1s3LrBClYKgOmkCj6SUCMWo9DFERIAoEoCb64tsphP3Zg+/q0XeuB2W2468kx+nuces+ZZwHmjlxGVt+2rzxf+u33MP+eP9mkUROS5GZEn4DgCR20jEUVbvpaMl0S6LpaJRoOv6eH9He6q8n2EEFvz1g3PfvatWyo5jnD+mOwtFHlIAjFdHfJd+cXVCeXoN17QVE3btmjtu8Bmdu7O1XFdC/HRPk7Kz2lj3LLIsjpjMAieLDf3g3X96xZx9xc/P/b0nt9b70Xo3B69MHWPOdLi6TvaNngZbMDxg8Za8yvpDoirYDYlObuop5TGfFE57I/KJyaDieJATKnDMkpWiefuVqxRwS7ytgB4mRAiGES+ziDyxQDOgRVYxsFany03veHTHEcery+yQlZp63Nd3qBF4m8WWMXo7x6oPn79Snfw/X/33SfBClnujMdJmp15XTV7tk/Z8l3jFmeeUbKY/Im4UtzZOVkOACaDEBgOxuV/OD1IFI3u/psnGwFmt5Opom0F6/KaP5b1NaXuf/rM77z8P//0qw9nWZy6l763AljAdU8LU54dW7L38QNQYJXcd99K5xVmAMDMei9CR0fnvuRZMEXpij7r7wvoGlW/PEcBIK6o58JJJVZd4YijPUduyJTOXL/WPxuY8Z66frW3fGpythLLDEs3SOIdCySaRgODMxG3rNLSPIv4bJHDaAfQZJL4PAAvg8U/kwDKCCHSN8+OjBpM4hOVVS5UVrlOUo2ORmPJQQtPgn/4cO3x75/sD37/zNAbwWZRZcbL4ariwhtPbc/rL3aZkP9r2y1mk9Q4FkiYOsZCRQCQb5ai7aMB7YVer6syz+R8/94qhBNK0ijxj7msEiilaiShnuYIFEngNFWj4DmCtzy5p07TtBc/87VnHs3y6N3L2KkYq1MiZw3hOCXfU7FpBXdRTSJ37zM+Oivlol6U0tHRuQ3/jQe0MLXG0Akcz8IWm4FvyzOLqnBwm/zcj47npjBFSL88N9OvhgPjsn+2hsqJzC6iNLIg8HcTc9wA0ATA7LZJz8mK5g7FlU2BqGySBO6EyyqZk4o6qWqoN4oc/fh3L3PBYPxgMBjHtm3l18BEP+OHm0vn3tBUFPjqqSF52B9/0/CQr3VmJpwptJltbKrtqym1Xy9ymonb1hKVDGLDtfEwxvxxGwBsLLVr3zg37Hvhxsyed+woG3/H9jIcuzga+9i3Lz0BAFp+xQgXCLQRUVI5UaJU00A4HrJvaht44SxUJWeCqdVCFXmHGgn18xZbzb16DEniJwwGYSWFuBCYc5LO/cXZ9V6Azp3RC1OvDN/Bg1mYyqqQFEkoY95wcoTjCC9whBBCRA4gRpHzNRXbIuOB+LCi0eoyh4mjVGv3RWXb1bHg1FxUpkmVSpRSX0LRGjUKV55J6Nhf6zq4+DEopUmNYjShaDOBmBwfDyQcU8HE6++2NkVbCHP8MdnXMx0a8oaTiZisaUaR4yhFyGoQrISgXeK56EPVrtcBgKrRvk8/f9O/t8pJ9lTlcTajeAhAstxhUjYV2p4fmotWjs7FygDkR5JqfsSnYn+Nq2tvxe7dn//aj29E4wlBBj/IW+xhyVVoFxzupvoKJ/7oLVtd/pgcLHMY6XPtfaefu97nclDt6vYdDfnb6guk710Z5wBc4giciqb5BI5bfNJfTt07vHFDBfnGZ4+0/eYfHz1A1xrZrZ0tWBiMnlMMFvNM0yMtXaLRuCIrQoGQ5T7rToB5AGctH9bJGZMAXq/PktLR0VmOIy2e+NG2wR8AeNd6r2Wl0OxFPTfBZkbyRU4TcVglQVUpilwmv9nAX7swNjenAuX15fb49mrXjYlAnDM5TOMGg8AJIi8NX7nuG7l0dRModUiFZVeWGwJNKY1C00a1ZNyrRoJycmai5AftwdfebWGyos7Hf8PeyMTVQd/YVCAuJ2SVmg0CF4zKEY4j44SQicYyO1+0peQhADQQky985cQAfbQ+X20uc/BGkd8GIPDru8oMFol/uX3EXzQdTu4gHDFbLIZyk8hF9te4ksVmMfTT9tFenkNIEPlznmJbbHONO7+q2NrIc1wQQKHAkZDNICSvD821jkyFHA5eOPbIxqKCWpeFdEwG8b7dFaeLbQbObZVOuq3Sk+n1E0L46kLLkoKPSUqe/bU37pcKHcbWj3z6u9nEFPf6fHXPYhGT3Ta2/U1PjBNCVpJckW8zu+FZAI9Bv4ZcD64BeN96L0JHR+e+pRtMELx1vReyUlZg5dcBNv+b460OjvCCkGcW6ZYKV8jqtlyzGXlUuk1uLX/rpK9/qGfYF6Ul27ZMiiYjLxkNhusvnIwEJqc3gHW0DADYucxjBMDmQ/kAaKC0NjbQ9fhd1jV/TtQ0DV19E4M3ZuLT3oiiqhqlZoknvogsizzXRQghj2wqLNhY4dxRTGny1I2Z57/2XJf4joc85op8qzuSUDcQoOfo+/fRf3mxt+1c/6zEC1z6/F0nGsX+x7eWVNkdxo7PvdQ3bDWL0ZBROGW3mxSX21xqNkt1HzxQfb6xyFqqalrUJPLBrzzfc9I3ExatJukXDaX2Ip5AU1Wa/P0DNafcFjHy4X852/7M+ZEn0s+BN5krbJv3LLHyjVLtOAQR0NQL8uxULm30VkVsqGfMunHnPSlMmc1iX0Nj0UpjP+U2v/8JgDescUk6q+PHAP5mvRehc2f0i4pXhm8D+NR6L2IVZPVBPBFIDPZMR1pSP74AYBOAscZCq+Wph4s3/+0vemYVlXo/8FD1YQCt32kfjQ3MxjKLT1fBZlCJ4YTqppRGZZXenIvK/qlgwuyLyqXRpFoKoCb1lTWKqtGRudjw3/y8e9oXlXeBzQi4nc+t9tm3bOqvdltq/q1tYOTC8NwT7SN+3PDmt9sMwrW3bikZsRrEJ/Z6XN5Cs0HeWuQwzoSTpy6PB+jFsUDDR5+5bvni27bIAy9+ZsuINzz5q5877thVmz+ws9Y9U1tkl+1m0V5daB0x8Kj95Nd+MvW1b7/UpGpUFATe/qHfOLxRpehAqjVao0Aorkw6zVI2bcCVAKINtWWbqisKe/uHp8rBiooXcO9mSd0JF1jRZ0mBcS14dm5tq97VvJcQsqLnRIApp1nqAiCBvT97AHwFrHi2G2yG168DeA2AFrCAIv3ZmEj9bMnJk3j18j2w4P4agB8BGNWLUjo6Onfh23gQC1PZz5gaR6oj+m2P1J50243lAKa3lthtFW7z5tZf+GJPNBYG3ripdP8bN5Ve+v+OdYWuT4bmO6iLPGUnRy5eqQQANRzgKKV+Kid7lZA/Ivu9djUcKKNyshBstlL9Sp6DrKjqy9cnOz70T2f4cFzZCKbSXfacTgh8Vz/35rDNJFo/+d3T3j7V+FT7iJ9+4qnGEZHnLtYWWSYKrMbXv29fVffhaneZrNLZsUCsvX0sYOiYCDZ97sXewY88Wtfc/aW3cr0zIf/x/lkXgJHU8YkBKH97c9kMVan1z/69XfvF1XG3qtG8Mre5+6NPNu4BcOLh2vx0XBfItxscy61zMQ6zuMduEhPve9sB7iOf/m4CLG7SwGKE7Ss5XjliE9jA8ZV0Nd0ZQuiWJx9uLfBUHMZSdfcdkXjSCzYk/RDY32I72LDoGQD7U98fBfA02EwFGcy+BmBzWc3QrzPXylfBYtBLAJ4BMKfPlNLR0bkdKTu/b+NBLExlb+WXBLAHANybt9+oL3VqB5uKZt68p8oGYPNf/bxrbE+FM1JV5nr03f/0R7Pv/87l0WBcmY+dCmurWgOT0+nz4TUwseRgar9OsFEOTtw6rykbiKZp9OvfPX7241/6YamsqB5z3eagmJe/7GvxlZ8LXdc+/2YAkP7oK8+TKVk6/JOLY9Nbm8sKGwutL3/0sQ1Ru1l83Sfeuf1M/1R4h6zRnkFfdOLCqN/ePR3edOz6VNsbNhcf+t5vufB/2wYGer1RZ6FNnDBL/DAICY6HYtWPbsjXxnxR8oGvnMrvHgvQpKKVNNe524saC7aW2YyB6jzLAQAIRpNXnzk/ktV7xlTdxHJ+VLspz05lxk5RAAUrPGZrRo2Gdmtyco4TpeyHj98FjiORpo3FV41GcTVd7NNgAp49AP4TrCDVC2bxVwf23toI4KNgjkyZsdMsbnVc0lk5fgDfArt+OAvgGIDYsaf36LHTfY5+wfAKcKTFM3y0bfAi7s3Q5HuJAJaYv+N8nkV/5Wawi9WdhJBuAFBUCqM474CS98bNxdWPNRRMfvC7V6yaRo2RcFyYm4s9FwzFXYRCUTTaBNbJsmaG52Lh/7gwaqELs5lUMKsYpJ5bExZUqtyXj/dPfOyJevdff/viVgD9RqM4USvEY0VFeQ6BK60C0EYIOVRVYLnWOxneXGQz5D/ZUIgnGwqRVLServFQl1Hg7LJKq7/5e4cKAQwBmFefjPuidU+95xPdYRnEuu1gdVqN2jcWvFpb7pi30+EIxkWeW4k3rRkARIHXwKz+1tv+qDSXO3NVlF6r2b2t5e5bLuEsBT7XXGn7zyvDoW0ArjVX2jKVLM+mvv81gL++Mhx6Ldhr1gtW8BsDUAiWhPkw2PtIH2a5MnoAfLi50ja53gvR0dF5oHgBbAakdb0XshJEgZNWeh+7WSoGK8Yc5DjSBgCqRjmTOD+rIPzHj9ZtGfHHuj7+0+4mkSexptoy68jm5l9EiSlPjUdiwfbjeVg0h3K1/PjMwPA322cPY+FiOYqF2CkEJuLgAIBSuP72Bx2tb2t2lf7j0e89wYtip7vQNd1dZ+XdTpuxtsjyGICTHEcOlLvNJ4a90YOVTnNFpdOMt2wqVmOKJlwZ9f+0ayZcFJXVDanHsiEjZv72heH8T//HJSXPae7ctqMi7UDgDicUn9UgzHdncwRjyDKZRAghhMBIWZu5kno+6z1TKZjLndXs3taWKkqtlJ8mVfp/jrR42o62De480uJpX3x76vv5o22DnwHwHgA/A0sEFAIYBYvjiwB8AyzRcj/MQX1Q0AC0Afi9Iy0e9W4b6+jo6GTwQwB/u96LWClmiynbcwQBAEkSY3/yrp2VJVbj+TqX9RCA4wBAKXgDi8PIXETu+uxbNje+fNN76lvto/tFngQaNtXwfacvvKxp1AF27i9Ofa2Zv/rCD1q/+u2X5s+5Tc2eGXOe4zIABAOxwOCgb/62SEJp+kn76MXRm72JntOnHiGCeMlamD8ZqbQ4/JIGu1l8DYAOSeD2FTqMJ2aCiYP1Bdb6+gIrKKWxUEIxB6LJHzvMUuX793v2yCodePbGVNl0ONEAAKpG8fcv9PR95QfX9r52X+XZNz9Sm3bh2QQAUXmhM37SH8s69iAcJwAAVSkP9lpIYLmR2GqP2xoxxkf6zpprmv5/9t47Po7zvvP/PDPbO4BFb4sOggUEC1jAIlGSVejez5ZlX842nUC+ix0ncWzncr5LHNspvyQWkx8jJ457fJGtWDatYksWSIIFEgl2sHMBondge5l57o9nF3VRCCwKqe/79doXgJlnnnlmscB85lsXonUSUlqWftogqiXdDSqAnwD48uEDtbf3H2rafPhA7VTt1BX7+sL+Q01/A5EB/V2IAGgLxHPAYxB2vB9h5TXpvUYEwE8PH6itX+mFEHcPWwVlv94SHGx0/yWAL670OhZAAyb3OAIAuFJMDZWZVicANLmHep4725ldv7soyDm4Ij5U3KyTo5sLUtiFztGoVma8MtOqh0iXDr/wRtvlP/zBaR4KK2shejntAQBZls5trMlLilMKABhwjE/OkDoSO1cAwvmwfuJ4iaErJRy99sq5zrFr9racPqr4PLtbf/tXl2wW41oAxzjnltu9vt6Iwp3iNJAgDGiAMNo8Fvt+CCIjLA0iOkI6cav7lSCkIg5EJImZolHVGwwrHXaLzvbipb4dALA133HkPeuy7zrb6eOf+9bNq7c6UyEcKk4kFloBLE9DxqQ4Y5nElN2f+NBVjU5XNY/hYQiBBAgH0/sSiIIFca7NI0E4a5+AiGrOBvA8RIbYW4EoxMOOD8KZ+wpEarQV445QGcKJlwNRTuKV6gJrx/IvlSCI+4GDje5fApizbO9q46WTbSffuNK7fer2P3zX2uPVrlQ7APz46K3ON24OpH7tI5uk4lw755xzhYM7DJpohtXAjt8eVFypRjXHbswAoOOcu/o9oWNdw8FUnSxVfO1n588dudy9CQCinuEjvqtnk5YhbVmz+apstlZM2BTPgu6GCPCZlH2T6TC8GbjYpN7pHqydsPkigHWDTd8KMhGFc01V1ciNHp+fc5gwrp1GOOfy6e5hHoyqcb3WBlFiJwdAGQBUOMyv24263IFAuPv6oDc/rKgDTpN+KNdmQLpJ/zAAZKcYztiM2rvSHZxznlr7WQZhMBiAyOBP5NxKbjZTYhSI4K5FG8k0ev3I7k98MMIYm9ZDLAHxIDQV4r1fd/hArW+xawCAg41uCUInbYX4na6FMN68VYJ8vACegyhvzQD8DMBxCN1kh3jvsyCyGgshInxfra9zDa3IagmCuKc52OhmEBlA91SfG845//++8b3bne1906rjPPcPv3dRjvUN/+ozL/RGo4ruL77wAVNuQRbXypJq12tjJiiwk61DyoZsK7wBZY1WZlcL0k01r17rO9Y65HfJEiv531/+//tGR7zxzJ5jmLmSzt0ShHhWHgum2v1fP3RBq9evVxS15fy5jgJV5ZMqsDywNrPh8A+fK45GlXjJPAWAt9yVOXLqP/60AKLST9QXjnp/eq5Dj5hu4gBLMWiHzVqZ7SlLT9fK0hoACCvq5au9noErvZ6i0WA0DwBCYeWsTiuZGWO3Ie4z3QBCVp0cqM50PAYAH/2713v7PaGMu7lYrijXRpuPlkN81rwAKpDYkZLM93gmum2b9jjjTrPFYDRqb1etzS6a5/C4dvIBOHf4QO1CgqgTsv9QkwTx+3LE5n8UwF8la/57gG6IKjtpELbVH0DYbg0Q78kohB03C+JZ4XUADYcP1K6Ug5RYJJQxtXx8D6vbMdUN0Xg5G+KfbD6E1z4XCRqQp5l12ly7cS0AvKfauPY91TMnyKzPGSub36ty/vLT3z6l/upM+0RDkyf+DWPJreHPAVeCzVGIG/3UmsJhAFc7w0pAo5EGo1E1dd+6rPMPvvejQxsLHY16ndYLIRh8jLFQToox2trv90ydHOIfZgtENlYKxh17IwAuZ6ZYAp3ekBXiH+lVjSytM+g16zjnY1GRl7o9dlXlDSoHytPNlvJ0S7lRK1vnvGARa5QSe600887Jnw2D1do1T6dUN4BPAPgbCMNH6eEDtTPV+b1rqgusKsRn5D9jm66fa/M8BCES5qo7fa/SChEZfR2Av7rAemgex7yxtEsiCOItxPewuh1TVyGyQtMh9EEmgI4HNuVY37jSO23wjvIM56bitHIA2FWZOauTY2fRWMxDq8r5tdY+/61wVN2n1wh7vj8U9Y4NTm6QmU8yWSqmbGMQgTZ+TC+pPLS3JjfQalrn7/hVY1CNKoYn37njje0bizu2rivyQGgBE4BRSZIimXa9v3s4NCkLhDEWrc6wK6c6h4YhHjgLMG5U6wFwPcS5lzFkZFr0RTeHfVGDJLu8kSiuD3qvpptEYv+AJxzwBqINksSYxaBJMenlComxWTPY2HgjpezYayWRIT5Ti3ZMpRflX5tnT6krAJ6EcJbcOHygNqnOt/o6lwpREvDF+PkONrr3Q2in9TMeeO+iQjxj/BrC0Xm6vs710hzHnIcI9iEIglgUsXJ+3wfw5ZVeyyychLCL2CDskWbG2NAHP/JY9O+++f1pjqkHaivXxh1TD3yvctZ71ONVmQCAoFlpCStq8Mdn7lwKK/yh2OHRcDjiw9KUnLuJKcErjDFZVfmtixc6s6Y6pRiDe0SWtPbCQvfAzVt5Br0u+K63bTm3tjy/p3pNYRrnfJgxNgBAMus04cpMS/+FLs9Y0EyfP4w+gAeu9LS+fW32GgDQyVLV+mw71mfboaj8dq83eOekezAyHIxUqhwaCLuYCwAUjsb4XE8/XtXCGFraB/xS45We9CsdI+Uq5xJmJ66dXAt6t5JLVri3/bg+q2DnYifKzLK1QZQnnotjAP4UwG8B/PLwgdoPL/bcEzl8oFaF0GcAgP2Hmi5CaIo/R5IrE60SwhBtSF6DCDL/7uEDtZfnOKZlyVdFLBvkmFo+QhAOmLmdC8nnMIBKACUJ9l2AyFj6s/o617TMhljUjQXC8F4P0fAYmLv/lApR43NiNslZibG/+tWZ9tch/uFnQKRcngXwJYimdElxZkzgNkSfAkCs2QhRHqgktj4HxD/CJgDZKscDerP+9IbqXIdBI138l49vqWCMVcbW+SZEzWYLAJ9BJ6+3m7RHR/yRbAhnF4e4SRshDFVrpqzFDmCHUas5BYSyIARMF8TnogrCoQUA8EeU6tMdIwCA5s4RAOBamV3LtRm7N2Tb9OuyrOUWvWaa84kxNh/r1LRMsSViM0Tk7aIitvLWVdyCqPc8F/9++EDty/sPNb0JoDKZTqmZqC6wnj3X5nkbhBD9HICncH/8X20GcKC6wEpOJoIgVpIBjN9bl5MIhHbajulOAg5hVDkB4H/W17mmZZYcbHQzrUZyRqLq2wH8PmL9HubhPwpA6KCJBoxjEmN/Ho6qNyEMALkA2t+82d8N4CDEfSdpMI3Wwxi7gFipzmUyygAAIABJREFUPgh9YwdwDuJeHM+6HinJtZ3dv6Ow0mbWbe0Jl/Ts/W+FUkWKruEv31ezFyJruwjifaqOzXfUZtTuGw1EL6gqNzHGlIiiqlGFa7SypLfpNWdGQ9F9U5aUCSDTPeJvcI/4rRJDC4SjI16nf4xwVK0LR4WMHPFHACAsMVww6uRBm1FrsRg0aySJLbTU8eACj7tbNmAeZbTnIndtRWieQ//q8IHa0/sPNZVA6PIlp77O9fLBRvdvILKo/hdEJPD9wK8A1NfXudwrvRCCIN7STI+MWR4GIO75uzE98zgMkX39GwDfjAUtTOJdvzrOIOwG74N4rs4DRDYVZteBQxBOrngmrmrQya8aIH81rPAAhG5yATgXDIQAkcW6a44575Z4TxsGACaH3TvaN5jidg/6olEOyWi2MUmSAXSmpZmv5xekbGYS06lphTabI9//sV2Fxz62b82jEPpyOwduMmEbKgdwdGt+as3tAf8IwFSJIQoOqOBaTyiqCUaU0watPCngWpZYUbbNWFSdaT8VjqpSROVDg4FwW48vlOUJRycFH+2oyBirFPT+HS5wzr1DvvC15lsDntcudqWevT2wJqryyfYNNu/3blnKcwW7Wu36rMUnCTocxvk6LT9/+EDtG/sPNVVgXC8vGbEeSd/Zf6jp3yE+u3+Ne7CXXAJUAP8K4I8OH6ilTPG3MFTKbxk52Og+CWDbnAOTRw+Ab9fXub4SO38JxhsUGwHcrK9zXb+bCQ82ujcDKHigxLmmxGl5f2yuUYibTg2EIeKrAA5BRJ7+C4Th5AiAmwYNEtZKz/rUcwzAn5pMunVrqrI+cNdXOjMjmLnfgAIRpdiJ8Yjs04hlUtUVpTZ+aGNuFAAy7XqtRpZsANZBOJR6AOxUVH7pRrc3Hh1zCuO/3xmbFw4Gwucv93um3kginPPLXSOh4TtDAeegL7KGz3GT00rsWr7D2PX2Yrsx02mvAGD85B/9k/vStTuzNTk/B/EZsM0yJpnESycuCCZJ7bs/8cEXNTrdpxLsPgvg3QDeA+ALAJoOH6h970LPlQzOtXmKAPwugAeRpF4fSwQH8G2IqF4NRFbfzyGiVAYAjFYXWOnmQBDEihIrAzaKyY6apeY2gD+vr3P9a+z8ayEM9ipEFN/5+jpX12wTTCTrU89JEA+ROS9/5ZHNFbn2JzCefSQD2AGhyZ6CKI/6BIBPA/hHCF3RZtAkfrDP+tRzRgB/E+rtzAq2XXvPgq52Ckyn77Zt2DFbxk4QwLktlekjj28vfBsA9HlCDW+0juwFgCc35b1UW5hi5JwjN9VYwBhrhzBSAePlocdKu3gCkYbOoeBeAOj3h85eGfBunHrCGPFyghPxMeBSpkUfzDQbcixauXQ8ASohUYmhRSuh26Jj6WkOcxkAXdq2/66d43moEcJJuVzl5xoh+ngtCI1ef3L3xz8wzCTpsQS7vw/gbwE8DuDPAHzj8IHaP1vouZLBwUb3FgAfh/jsT4uWX0UEAHwL4rkhBeJ/w/+FCG7rT+SkJgiCWG4ONrqLIewVy8l5AJ+rr3O9drDRrYUISLFh3J7xZn2da3i+kxlrnjZC6ITc3hN//6BWI2+DsL+EIBw2dRD68MMQ9oYvQwRi/wuAMwYNemaZOwvAP0AEUD8007i75E3M/uw/LBnNl6oe3KnJKMjeBgAd7cPHu7tHdwLAFz6w4XCe02IBh1LptOwqcJpOmfSaTAjH1JsAtgx5w0d6R0Nxu8qY3SnDrj+SYtYltLe09vmOBiPqJO3EOR+MqrxFK0scwi6Um+jYCeP9Q77wlZ8cudb/fFNbHiS5GKraFivlNxsJW4IsFeaKjS0aq2NqYPi8MRq1P6lam70Wwt43lT+GCNzdB1EF64OHD9T+x0LPtVj2H2piAN4OYcN8P2awO64SegE8A2GXLYaoovA8RIJE3+EDtfMNpCLuY8gxtYwcbHR/GMCPl/g0XgB/D1ES4liiaJSlIhiFCeKf42GDBv6FzLH/UNOTEA/NyWI2x9QYgUD4xep8u34gEPUP+CKZAAy/szW/K8OqLwBHtCLL0moz6bZARMF0Qji1CgAwlfNrDFjDgRYWi94NRRTfD5vb49lxUuy4+EvGeB+khHDORwMR9Ur3aCjYPhTI94aUhCnFnPPQbw99f2JU7WVMiSAGcAuiETUgDCt33Zh9EYxCOD7mG6HcAvE7Ow0Rpf7X+z7z1BWIG1q8bvEghED7vcMHam8CwP5DTdkQN7Ylz5KaD+faPDKAnwJ410qvBaI8z1DsdRuiTNDx6gLr7RVdFUEQxDw42Oj+C4is6qWkA8Lg/GJ9nev8Ep9rEsEo0gDsM2iw4AdcY83T3wDwR8lYzzwcU3GiT+wofGlzRbq13xse7RwOZvnCiuWzdUVDBo2cKjFE8tNMdww6eTNEMIQE0XdqPYSG8gBwcs7PIBYQ1Dbkv/6b633xSN6p2kmLuTOSe00a+YbTpOMZZn2JQSMnvA6fP9jy0H/56kTjRaIMpUsQekPFMhpWYlyF6NcwH6IQmfCtEJ9jAPjLfZ95Kg0i8jpON0Q5vT85fKC2BwD2H2rKA9ARi8RdcQ42uq0QmiWRUWg5USH6FXggtNMtCH19pL7O1beC6yIIgpiTWFDNz7D0z6HnIAIdf7ncmaLBKFwA1hg0Y2Vi7xpjzdMvYrwv+GIZC26eg5FdH9x/tGZtoe34pR7/0EgwjUcV8x99sBqyxCSdLIUfqcgYNGrlNYyxDoj2GmcBbOScD0FU+9Fy4DwTzj/0eUJnhryRuJ1q6kuHuYNq2iA0hBai4k9C29nVmx3HPv75Zyb2Ap2aoqTE1uqLnTNpPZfmg2Q0N1rXbp3vOT0QuugMxPt0B8DXNm8peC+AZyeMawPwXYjsck/MIZR7+EBt+9QJV4r9h5pcENex0q08vBAZk6MQ2ukGhPPpyOEDtd7ZDiSI+6Hk1D1DfZ3r3w82utcC+ApEVkI3hHc7/uB8BSKKdBsWVmotAODD9XWuw0lY7l0Tc0YtNnJgUaVLEpDwYVtV1Db/8MidwKgnGpX1vv4RZePj67PMPb7RPgClMkOgyx8s7Q6EjHqNNLy1ODUfooSfDJEl5kGsPrHEmBtAChM3c1HrlLEwFmHIYIzZTDq5tthpQrHTBJXzTk8weqtzJCR1DgfLQ1E13sx6amiwOuX7RogI45WKQLVhepTzhyCiqp6HcELdhhBdvwk0P/O/Ek2y/1BTDYDfgyiT8qupRpTDB2rnHb2+HFQXWJVzbZ7fhyhXYIcQZo8v4xKiEA7qI9UF1heW8bwEQRDJ5n9CRMG+F+J+wSH+r6bFvm+GMGa/HwvrzdMP4JH6OteK1Co3aDCA1aedZuKayaTr1ellpSzLGqgscFQAyHFadHBadGaLVr5u0Mg7AcCok88ZdHIBRCk+H0TWmx7jvR2uAihjjKmIaSdVPMwuJqM7wx9VMtpGA2gbDYABt6x6TXuGSW9wmnRVGkkSTcmnZ1VFMf4eemNrm4+BaamogHiYn/gssA4iuvt5iAydEIQR4ruB5me+M3WC/YeabkE8T3wewJ8fPlB7ceqY1WRYAYD6OpfnYKP7YxD62QngESxvpYlBiKjel+vrXMeX8bwEQRBJo77OpR5sdD8JYQfYABEU4oBoKWGHKKv3BoQz5dOY0E7gLrgCYG99nWskKYu+SwwauAG4FznNcmgnRdJoLludKcMGi1m1pqdxc2qKMy/F6LSnmkvtqWbsLko9XpPl2AkA6Tb9EZNOI0Nopz4IzaQHkM4YS4fQuzuZyLpvAQDOEcLitNPEvp48Nm8vxGelCrGgZjY5JX1qZZ8uCFvkimknNeDbqoZD/ZJOH7eT9QDYBOABCGfTLyD+DmQAX+9+9v2vTp1j/6GmH0JkG34ewMcOH6idlOUXs0GtKu10+ECte/+hpvdBXGs2RCbVfIObksF1AP8G4LnDB2qvLeN5ifsIckwtP38O0cx7qL7O1R/r4aQFINXXuYIAcLDR7QDwzwDupqQdB7Cvvs51cs6Rqxvt3EMWR8elq0euHj21ByLzqU622K9YKmtyGMOoL6RkAEBxuvk0Y2wXAHAOCeJm/wqEoPNBOH3i/Qb4aCDyaiiiRhgTPcQi0eQmqkmM5diN2hy7UYs1WRYoKr82Eoh0946G2G8nO32GIdKmAVGXeWrZm5UgF8IB5QbwTQA/CzQ/EzXWPL0egBJofmbOSN3DB2ovQfQ4u2eoLrC6IQwcAIBzbZ4nAHwSwkm1kD4OUQAvQDj6NmJcQKoQAmoQ4kHjMoBj1QXWaT3jCIIg7jXq61zKwUb3xyHKtNypr3P5YtpJD0Ctr3OFAeBgo/tvAfwIIjN4vgwD2HA3pflWKcnUTjPVwjsDoKaiMlMjSay4ON3UaDZqzRDOpGwAcDnMXQDKYuPjZRCPQjxvqBBaIG7w57F94dg+sCT3IuBA8WgoWjwaiuLGkE+RGbto1WsGWDAUxOQ+oC0QRh4eW/9KOqXi+CCcplcAfDXQ/MwlADDWPJ0daH4mMtfBscbZTRBlju4Z6utcZyEirnGw0f1VAE9CBDTtgggQu1t8ENUqrkKUWYrrr2hsmzc25gKA11fKyEoQBJFM6utc3oON7gcgAnZu1Ne5IjHtZAQQrq9zRQHgYKP7xwB+iLsLYr0EYHN9neteL8G11LZQn2Xt1gG91Zq/oTq3iDFmAXBE1kiaiKKOOTx2F6VNrCzDIMr3nQDgj0TVkZFAxCMxdpxzDg6Mpll0jbG+4nGDUzK1E4PQR3GNFIDQfx6vPzixIpIMoTGCsWPWI6YFVxBdsP3mJVNxVbz84Ve6n31/J4AfZX3quf/ofvb989FOAQC/jb3uGQ4fqB1b8/5DTV+FCOh+FEI7LeQZoQ/CZj0MoYkdELopDOAaxO99ECJrsoHK8RGLhUr5rVJiwuGzEFkPc3EcoqZv09KuaunZf6jpsxA1f5PFECaktaqK0tbw7R/lcc4liAd+P4AC68a6CzWVWYOPbS9MOdM2oq0tclgkxvIBQGYs/InaQh0m90s6DvFPOgwA/Z5Q04An/BBECvNgVFV7T3YMrcUSwzlX/vCzfzMxPfsKRGT5aiM90PxM/0ovYjVwrs0jQfRj+wRE6ct+iKgoFSJirRfj0eU6CNH3awA/ry6welZgyQRBEPcEBxvdGoi+lp+ex/DnAHyxvs613H0Yko6x5ul/BpCoF+Ndw7T6Hlv1jswpm98AsBUATGbd9crKzGxZYppHq9JHGWOtAFStxKy1OSnFjDEDABh1ckuB07QGE/pJQQTO7IR4oB0AcJtz/iAAJaLw7rYh/62GW/1LHlATCoWvfvkP/mFiNGkLJjuqVgPdgeZnVtrIs2qI9SzZAxHgsxXCIWqCiCYfjb0CELpJC6HZXwbwUtx5TRAEQUznYKPbAtFreN8cQzmEbepr90NZU2PN0ydwd8FMszGtlJ/GntZgLlu/FwDSnOY3XK60rRCB0Wm7S1Pawgrv8vijhic35dfGj0mz6o45rfpdiLVn4Jwrt3t9b0QUvhFARCOxq8WZZjDGNkE4hFp7R4I3hnyRh5N0HTNyw93d+OT/+Pt4qTwfhPPCtdTnvUteCTQ/8+hKL2K1sP9QkxGif+fvYtxxGIWwF96CsGUGIZy0CoRmfx5AYyzAiSCWBcqYWqXU17n4wUb3QYgowZ0zDPsFgK8BOFVf57pfPIzJ/kxOel+8g8NtnPMCAGBavSoZjFfUgM/MZE36hVuD9nfuKirYXpzSD1FCBACgch5fU8mEqXZCNJ3cCECfZtE9OOgNN3GOTQDSGZgVywBjbGrN4NXolAKEsYAAUF1gVSHE62kI5zMA4FybhwGQqwusq6JPFkEQxL1GfZ0rerDR/SWIh7C8GYY9A+Cf6utcl5dvZUtOErUTn1qeBZhwD1eiqsnrDR1zOoxVAHIgyituA9Acd0oBAOc8rk8mlsrZC+A1COOXlXNuvtblbYvNkzscjCxLtgpjbOo1rjanFEC6aRL1da4IgFdjrzEONrpliMzJ++U5iCAIYlmJZVd9HsIonSgzVQXwRQA/qa9ztS3r4paWJc021zmzHQDAGFQWUTKtGvaaT+F2lSPneq+/c1OBfW9xqunIxGNilXoA4fQBY0wuyjDXRlX+W60sPQSR+XseItvXBMAlMbYspeUkaVIpP3PstdoIrvQCVhOxDLCfxl5j7D/UpFktvdkJAiDH1KomVr7m7QD+GMBTGPdytwL4GwAH6+tc95snO9ml/CY9qFrTUsp0RsNr4UAwW5uW0adPz3FIemMagLOqytX+kYCUk2KSarIc58HAMuz6dodRlw/RUDofomRa9uHL3a193lCR06w780RVlk1izGC3aId/1dJ9GwBTOVcabw5JANhHa3LbHUZdAWJdDa4Oerv8EWUmZ+NdwxhwDyQ+6iEia4gZqC6wcogIFoIgCGKB1Ne5Bg42uncD+BJEGbN4oEgzRJTvcyu2uKVjqUv5pUJkO+VkZds6jAZtdkjh+b9u6X9dlpjlgfK0SIpBG4UwlrBCp6lfp5HSIbJWUgGc55wbfnK2fTAYUQvL0y2v7XCl5jPGJKdVd73fEw4BYBadZrA60349Jmp8jDEbYtrpfO9oQOG8KjkXOL3J1CpkufqG3dPU17mUlV4DQRDEvU59nevcwUb3gxB2p3dhXFf8GsBX6+tcjSu2uKVjSbVTsNM9qk1xHgOQ/fj2go4cpzlPq5GKQlH1RSZKKsJh0IYR004lmeaIJDFb7GcdgKuhqBL6SXO7RuVw7SxKfak83VoOwNw1FDjtCUTzADAuKgBdh3BWWSFKKcfXk4bF9Z8aQ5LuBelE2mk+kFOKWG0kiookVhH1da6h+jrXFyH69DwE4HMQNX2/dR86pYDkNxOc5LJhkpS56d2PmQCsCfe071RDwSBEDdowgE2vNN25CcY0WlnaoJWk9XaD1q7TSOsgIlKqYvOV1eTacxTOS3q8oR0vX+kB59yZYdHv0WukVJWjlHNUjASiZSOBaOmNfr9s0WmKLTpNkVmnKdJJ0qJuBIqiKKFQeCySljHpXngoX0hTVYIgCIK4a+rrXO76OtenIR7I3wvgaQDb7lOnFLD0jZjXxb6W3Wkb2qJyHgHQGFW5MxRVt7oH/G/IEpMhmqyv12mkPEli6yBKKa8DEGCMlZc5LVGF85KWXs++prahfs65K9WiqwJQCqBUI7Esq05TZtVry6x67ehE7SSxxUXBhsORYDSqCP3F7onnH9JNBEEQxLJRX+d6s77O9QGIgJKnAHwMwKP3qVMKAO4s5eRqwLs71Nuh5RwlLxxzl4NBYYwdN2jlCr1WfgDAda0k6RDTTrLEaiTG1kGUx9sBwKjXyBvSzLp+hfOSo7cGHrs94LsDoMRp1Vs4UMaFfrJA9MesgQgELgZQFHstqveP1xf0xlu/SJJE2okgiCWBMqbuEWIlKl6Lve5nGpb6BCa7bXPFQw+80DkYNUuyxgERURIGcORWx6jFE4xYOOfnGGPMF1L84ah6TuXwSgzNKkfYE45eHA6EvVlm/SuDwUhNMKxET7mHTm1zpWx6W3nmlcs9owaA8e/33wYA/HTIzyKeUBNnYABYW1fvsMcz+sY8lspijS2Rk5vuzMnLKAqHI6GvfumfboaC4bycvPQzvT1DmaqqFkA0oCQIgiAIIkas/NfzK72OZaABoszO4uE8YUgs53xTqKv1F+UbijNb32wO9N5qNckarceS6njdX13J12dvyDbr5QsAVDAEICJ4+wBEo4raF4yoF/JsRoUDDVd6PRt94aj+znDg5YIU00PZDsMRXyhqHg1GRk7fGRkCgIjKg1qJxbUSu9Q61B8IRadrJyXKw8P9E9c8pp1KyvLyU1LtWf19Qx3f/D//Cs6hKXBlXeu405uU6GGCIAiCuN+or3N5AXx/pdexDDRA9HtOBgm1U7Dteg68Q796zycfLf7uoee7+vuGzBqtpruyqqhtXXVZMHN9sSMLuCAxeL3BqAkiCDoMQMsY6wAwXJVu86dbQsev93kr3UN+i8OofdFh1D6WatEdjyqqbsgfHuz3h98AgGBE7en3huN9FdngoN/POXdPXZfJoFWNZl3c0cQYGw/mrsqwrjFoZcvRppbzf/gX3yvUauXbxfmZHe723vsxKJ4giFUAOaaI1Uayc4SDEM0jB2JzpwIoyynNf0LqGj3R1TXCOIcX4oacyjnW/dPzF9/c+7kHUjSMlfSNjgWZVHPOEVXU6LE7Ax2coyTTom/amu1wMMbSAcDd53cXOo3Fda60bDDGW92DKoTDiP31zf5GALUAEO7v9gbcV7bezUVUrHE17H5ws++7z/7cEIlEqwCgs70v3nyS+hAQBEEQxFuXZGonxjn3cCV6S/V7h6OjQ9ro6FCG4veUANh1odN9HaLETAAA/MMjhb23WouGW640fPh7X9jD2OQyeZxzKCrPaev3WxhDRZHDdHpznsMUa9wNAGetRs0Ws0E2eaPKjZ9d6CrmsWAbVVWvAqwYAFrdA82Dg/5p2inq89zwtZwuTXQhj79j13GtVnP7F//ZUMRVngUArbe7MgHcTz0yCIIgCIK4e5Jtd+qHaLnhhSgplwOgIDjYr/z9N384AqGdwgDUnq6BqoZX30wf+uC+l8s++sh2lQOdQ+OJ4ZxzqADAUcoYqtZn2lq35qdYGWObY0OOOa26nRxAbyB04vqgbxMAWVVV70uX+hSVwwQAly529obDSu7UhWZkWo/n56dsS3QRn96mvfqDH7zY/ctXT28CYI1EFPvVW51FAJqS8zYRBEFMhhxTxP1OLhI0QGeMITvHvjsr2xaGiOo1McZ0nHNPMBAJdw8F+nJSTSWX2oZaDr7UMtg55E8PRdQyiL+ZQgBIsepL69+7ThOzwZwEUIvbkM5c6zty+HjrHoyXylQAvACgbuzkMzOKBHWAO9t7g9/+x5+WIFaPeAqvxa5z4zzeD4IgCIIgiITwaCR19HQDAFQn2J0CEWQThCgPY4bQRf1XrrQiHIm2ajWavNZh/8Wm1qGwPxLNUjkKAGTGJ8gw6bTlaVYthDZyQ5Swka4MeE73+8ObH1+XIdbBufrNHzW3hSNqxRxLliAijKdpqxPHzo0OD3keS3BMGoCXIErflMwxP0EQBEEQxGxUQ+gQZ4J9rthXLwAVog8UA9DxH883mD77kYdVlSPY5Q2e7fQGtWFFLQSQAVGaDwDQ5w+1Z5oNJQD6S7MsOllidQCU58519HhC0XiwMg8p3NPRMXKru3s0vi1hllM0HJkpOz76J3/5g+7b19x7E+zOBvAbAOsxQdcRBEEsFnJMEauNZEeuzDofY0wHEb0S/9lqNOl29gUir1461/Ha3/7i0r5Ex3FVVXrcbd0jntLzDpsxnnYNANhY6qx8+VRbQ1ThcWNJN4BfQvQHy2KSHARwIrY2A4SAyQDQC6AHohHnKER94BwADR6P/9EZLuEoxlPQT0M4tcpmu2aCIAiCIO4rlrsjtQGT6/g7Aew9fa339ACXunv9oe2JDgpFFP9vL3bxkt3m12XRRTuEmGOo2GHWHL01eBSxZgYD/T4lElHLIYwqEkQk8kmIa7UBSAdgZowNA2iEiE5WIPotOAEcn8EpBQBnADwGodGOxdaQvcD3giAIgiCIe4+kZpvPY4xlys+50ajKALibe4blYFTdmeggjz/c/1rnCPtwbdFxxli0dyQYyk4xPsIY0+x0pV37u4abt+LaKaJwJSPT6ujuHo0ffgVABwDJaTfYvYFINudg/o47wQFd9IjBYtJodDq9zmQsA2A+8/OXbo509yVySgUgyjM/DBGc1ADhOKPSyARBLBpyTBFEAjo9Id2+qqyMv/3FJQDCERUZ6jur+EZ9is/DFN9oBYDN3/iz6w2l5QUpm2urhgxG/csGg67EYNDrK7KNuNTu3x2b7jPdz77/ctannvsBgC+AwQDR0BIAvhNofuZ34uc11jwdwgRHGQAPgETiABCCYOK+zRBGlqMAdkM4unwAioyuygY1HJQVn8cWHRlYj+U3YhEEQRAEcR/TcrNTW1NdGuz1izLIwbDivXhr4FLvUCDk7vJoB0aDawFstZl0pzcVp/EMkx6+UPQoB8vWyczhC0Q1vb7wWgA4e7bjIhcZ6qch9E0KgLjD6wiANQAgGUypADZNWcoogEQGHg7gOIRGAoQW2gXhIDsHEfHsBmCCMLacgtBkdgBVi3pzCIIgCIIgJsA5zxkZ9Q/nWY3nbwz5CgFg1Bfuu3R78MaQJxS52jZs9gYi6wDsycuydeTYjHecQZ1yZ8DXbNLJNlliue2D/tSICieExvFqNJJFp5O7wmElGyLwphgAnnqsotls1NoAoL9v2PT1r357rJQfY0yVNHJAiUQTZal7AdzCuNYyQNig+gHcAZAPoAVAAYTt6iqEjkqBCBYiCIKYFXJMEauNVeEwudrn1exfk1mRbjP09I0GM31Xmk8ofs+uqeMikShruXRrQ8ulWwDwBoDy2C4GJl2WzdZ+2WRRjTVPb9Bl5J3QpmXcUIJ+P4BrsXF2Y83TEw0q1zD+d8lir64pP3MA7QAeTLB0BmFwuQwhGlwae9rLOmfWWMYVV5Rr4YHubtlggu/mpY1QohTpQhAEQRD3LqtCO/3m6Lmhui0VGwBAUdTot547fysYVqb1MLjeMRLIz7Lu6vOH0TMaajjdNlIKAJGI0nTxQudlu93Yp6rcCOA6RI/QGxDGjmsAoIaCXjUcugIAXIkMQ0Tvxolrpe4pP3MII0odpqMHsBZAM4SBxQzgVUxuin4awjiD2Bz0DEUQBEEQ9y6rQjsdabp8/fF9m203hnzwBiKD33rufFjlY0HMY9zu9gwziW3v8gbxStOdE6cu99QAgM1meLWsPCMdwCCAHMYYy81z3Ozp9viCwUivqvIoAFy+1tHjtGivAEBPV/8oRDYVByBxzqFEohPfj7h2UgFEIcouT8UeBkTPAAAgAElEQVQJob+aIFpKjAK4BOCh2H4OkdGuQFQEmnZNBEEQAD1UEURCfOGoGQC2ljrdLxy5NJLIKRVDC1EGZg2EIygA0QeqAFw9oXhH9ijekT0AEO5tR7i3HRDp1HEHVhDC2DGRE5j9xt2AxE6piVQBTJUttmuG3KJJaeNMlsv1GbnlAGDbWNcf6mo7Guq8vQtLK85WhfAjCIIgCGJp6OodYoyxFKNGbvv1+a47wbCSyAmErgG/D6IsX0WqWSvHt2u1cq3BoL0xNOSfmA0eL0/ci5h2CvW294R72iunTDs1i3wiSux8CdcTQwNRlsYHEQHsmrJ/84Tv3RAlbbbOMt9iId1EEARBEPc57V0DQY3EqgDwF47dvqDyxFrmUtvw7eEoDw/6IwWSQeuJbx8dDW5VFFWSZWnMeZSaai5LTTWj5XI3/P5wKQA896OXexSfJ66d4l+bIHqHJmIUwG0k7jkaxxA7vg8ikGj9hH0Mk3XXBQjb2VT9lkxIOxHEPYi00gsgiCmsiptJulk/AgDby5z+wO0rg7MM5bFXB0SpF/+EfakLPP1M7wGHKF8zk+EldrQUloyWW7aNOy9ZKmsqZZNlRkMMY8xpyCncbVm79cQC10oQBEEQxMqyKrTT+spCBgAmWbrVeL5rRg10u2tU99xvb4bcXaPdw56QgwnHEQCg0JXaM8NhC71GP4CzmN0pBYjAoosAhiAcYGtnGeuCcEo1LHBNBEEQBEGsLKtCO9WsLXIwxszhYPTUrY7RGbXHYCBq7R4NecJRdcATUU0Tdtna7wydSXwUn3CNCS9XneF03RABQbM5pQCRSX4KIvO8EqJv+kysB1ABUWWIIAhiDMqYIghBAOLvwZdp0V96anN+NQCUZZgdaihQM8txEYhsqVGIurpvAvg3iFJ68bJ6JbGx8VIygQnHJ1IIiRzGIQjDyp65LsS2sa6VyXLZXOMmndBgdJnKNzSEutrSFc8w9VEgCIIgCGIu/AB0ksT6azeWXf3Mk2/bBQAhf0QKR9U1Mx3EOYwtrUM5La1DEoA8k1F7TJIln6KoZgDc7776iuL3mMDBwMDBwQy5RarWkRabYd62pP7Ya/Mc4zhEL6l18504RiZEwFAZgOy7PJYgCIIgiLcWKoRdR6fVyHfe98T2Ozs2V+wGgM4uT5SL8ngJsVh0hQDCAFJ1Orlg7brso/9tS76i18oalXPlK/+3uSEcVeWJ2ikcjqYvYI03AFgwd3+omxB2rmklm2eBAZAhtNNurBLnIEEQKws5pojVxrLfnB4qdTY+VJYej6R1YEJUbYrdXMIYA+d8psM1EJEhGRCRsxYALYHmZ/4VAIw1T/cCeGHKMXNF2E59D4YhysrMedNnOkM3JClvrnHTjmNSjtaWmqP6vUcVz/DdHk4QBEEQxMqx7NrpH//iUy2b1hXHnU9ZsRcAoCTTljLH4akQwTwRAEf8gYgZgA2xHgZaR1pDpL9rUgllNeA7jjHH1LxohQj0mU/JmPOYOyo4EZWx1wWQY4ogCIIg7iWWWzt5X/zelyMpdktcI7kwoWzw5mIn/37DzZmODRoM2kyIlhEDjLEzBoPWWJXnKGeM2QDg4arsEz896Z7aDuL6hO8TGbSmbjsHoAhCk81FB8YDsO+GeH/10XmehyCI+xxyTBFvec52jsr7Sp1gbLo2YYzZ9mxb8+WGk5dfhOgHZQLwEQAfgGiQnQYR9cIhHEcqAGaseVoKND+jAjgMxk6C80qMZUIxBeAjGM+eGsBkURCa8H0HRGTMxHq9k9eo0Q7rMvMuMlmj6tJzNjLGjAt5H2JzzZTODUhSkGm0I1BVHVeiFnCuXeh5CIIgCIK4d/nPl5t6JzimJmExaEqD15qPhDyeHIDLkGSvPjNvVJeeU8U0Wis4zwcQYpLEIUricc75tbgO09jTKpgs3+aKMu6JYogAGIHQWWGMa6d4c+6JIu4yhKNstpLKbRDOKxXATH1E50toln0eCOOLHYAZFB1MEARBEG9FLA0nLze9+9HahD2dXBkWJ0Sv8UwIrTAIIApgA2No56rqUjlCYMwM0RMzrocAAB/eVWz42Sl3J+eY2F88ABHkzMFYFJO1kwKRLR7nBESG+cRtU7kcWxfHPCr5zIEfMzumhiF6fqZCOOMIgriPIccU8ZZnwB/e/uqN/mMPl6UnNEx8408+1lZdYG2esOm0sebpBgA/B7A50PzMxL5SMNY8/c8Avm6sefp3As3PvJD1qee+A+DQhCEaCAMFIiODJv/18xNDgEMYN5Bcg8jgyp1p7fqsguP6HFcek6TFGlUAAEwzg69JkoK2jbu6mSS5OOccXL3pv9XilfSGQHS4v1ANBXOScX6CIAiCIFY/rxw5t3v/vs0Xt9WUTSt/xxgzlmbZsi+NjogyMEoUoU43FJ+nwVSy1jV65kghZPmStWpLGtMZshhj8F8/r1GCgS5z6brrssmyvfTRx0/mF6QWxefsaB/WdHeP2mPz6yECgwDhXCoEEC9X8wZESb6phoy4ISber3M9RBmZZBCZYXsfACuEjuMQTcY1sfEVAObKLCMIgiAI4j7hG//4fPm2mrLu7IyUrKn7DFq5TKuR1EhUjTuG4hrohBIMSK8/+8MyyWhuNJdtKJd0+nQA+CLAcx1Gt06W/HeGAxs/+Z7157Ns+jG7zHcOt+jb+3yO2I8ajGunUxBB1fGeUEeQ2NEU104eAM2xY5LV9sE3w/bzEBn0DgjnWwOEpmMQ/T9NMxxHEMQ9CjmmCALAazf6a9ZkWG/l2g3FU/d1jgY/9KVDLb8DcTNkANgDn35SDvsDr736Bw/6p00mnEtpEDdTAPgegP8NEf0CTMiOYowl6icFiAbcBUgQRWIsrnpN63AyMFbFGNs5z0ucF0zWTIrklfTGdsuaTUOQNXmMMVdszQxMLjWXxmxR+aXgnHuiw/1nQl1tuYrfk6geMUUIEwRBEMT9g/T5//NvjsPf+dKww252TN25r279zUvX7sSNDgwAoqODds/FpqsACqEoaz0XTnlsm/ZEwZgGkqTwcDCbq4oHgK6311uSl5+ijumkiSoiQYZ7jOMQRhN56g5T2fqGQOs1LQ+HKgDsXehFz4Ay5edzEEaUbACG2DaG6SWZuyGCkCowrhExYTxBEARBEPcJHHB84vPPnDv8b19K12jkSVqFMabZVJT2m1PX++J9puI6wKj4PL0AoAZ8dZ6LTZftm3anA4Cq8ki3J1QIoUPYpU5PNMumnzhp4u8n04CEuoipprJ1p/w3L+uhKqVYfIbUVIJTfj4OEchTMWGblGBt1wH0QDivptrKSDsRxD0IOaYIQmA+dNKN//lIRVQjsUl/F6lGrQsi7dkFEZU7LEnSOYPF7Nt/qOmPIW6YUYi/J0PNO96mi4bDDXqz6Yn9h5oqNm8pULrcXb+8frK5FAC0qZlDutT0BgDgnPsgImrjbIeIRqlAgmgQptN3a1PSNzDGnBBRwTJmaZJ5tzBZM0kgmUrWtjKNtm6m8WPHMWbVpqTv1aakg3M+qvi954PtN1MVz3CyImoIgiAIglhFKIqa91+/8EzT88/+8bSyNFvWl+ghStithQjWuQPOr/FwMB79CgBh363LOsYYol6PB8Bw4PaVkGQ0dwHAxeDgaVNWrh0AbHbDcEmJswEMaPf1DPV2jc0RhNBmRzFDBpRsdVzW2FJ3Wddv1wTbbx4J97RvRXJLw0x0TAUhdGH5PI6b2JurH6JETjGAu+4VShAEQRDE6mfE46/+yl//uOHrX3xymjNoS64h/PprNz2GXFctk2R9dHSoJTzc3654hhXEtJNkNHsQsx8xhjBE6b0IAG0oquK0e/hXYDADwLA35IMIggGTpCGM6y9v7OsRzBCso8/OP6G1p9XZNu4M+29cOhEdHdyD5Dp+JpZBboPQQ4XzOK4s9lIh+rDfgsiUv6tGpARBrB7IMUUQMaIqLz56a6DxwVLnJEeMXiOVSgxrVI4QgJMQDqq9EDf0d8SGjUWapORmTYs6ySrMUjvPSddGunorNbbUsVRpJstXMTkq5DiALUhQ21eXmX/CkFdcEnNKAaIvw2BsTdsXfuXjSAZjtqm4qgGSBMlg1ssG45xOqakwxmwas3WXubyaQ1VaQt13BkNdrclYHkEQBEEQq4iu3uHacy3uq9VrXBO1DPJz0rIBVEIYT05COKgqMbk88QlluD/eqLsZQI0aCkANBQAAfcP9Q1bJrEg6vTM7x95oMunqAGDYamjsBeL6pBUzRvsCxuKqBm1KejVjIujImF+6R+fMbvVeOeOBokwrQ7hAHBg39tgBbFzAHE4IbRiCyJofSc7SCIIgCIJYTbx+4tLWEY9/1G41Tcr4qcpPsYd77tSFe9vdTKvr5eHQZgib09b4GGNB6Q0ApQAgy1I/pgQp93jD1yCCXDT+YPQKhPYCOJ+olU4CaMQMWVCWtVuPSwbTZgBgkqwzl2/YGxkeuOC/edER6xOaDMIQ2olBZI1XzD58GhJEz/d8iJ5U5yGCfAiCuMeYqYwYQbwludA9Om0bY8yQazfehMhg2o7x6NaeCcMmZjdNiyRhjEkb9z+ik2Q5NKGSH4BJpfziJWimOaUko/m2Ia94A2MsY8qu1NiajkNEJi8KJsnF2tSMvVqHc69sMC7K2cUYY0zWrNFnF+bqc6dVSCQIgiAI4j7gxd8290zdZjToSnVaTRii99N2iF5LWZgsgsITvk8UhZvivXLmNud80kbGJtWjuY0ZnFI6Z3aTNiV9J2NsUqlB2WgutG2sq9KmZjZgehm+hVAdW8NeLMwpNRE9ROQvBQ8SBEEQxP2JqensjRtTN+bnOLMBAJy7eDhUC1Edxz5xjOIZmVhtJ5E9txzC6QRM1Fzj0ineFzNhALLRVdkgGUzbGWOGidu1jrT1to11qbLJemyGa7pbtkPopj24e6fUVBwQpf0Ci10UQRDLDzmmCGICJp2c0ECxJsPSm2BzK4RBxA0R4doO4axSE80ha+Timne+rWnSRjZmiDkCYCcS9EUAAF167h3GmHmWpe+ESGNedTBJchmyC1Z6GQRBEARBLAHOFOs07cIY01RXua5P2SwDOA2hm9wQ2qkDQC9mcBDxcGhrsP3mUfCJxpWx744CeGCmdekyciOMMW2ifYxJkql4zV5dek5jov2rgMUaaQiCIAiCWKU4U63T2jbotJois0nvnbI501K15ZalaovbUrXFHRnu84y82dA58ubrfeA8MnWOGLsh+l1OxQ+RlT1TADLXpjgzZuqDzmSN2VK1eZdksiTLOZVskpXNRRDEMkLReAQxjndfiTM90Y7SNDNemdQKCgCgBVAU+74HojwNA3BlphPYM9N3r9mm//Wt28NigzCzzFiCBgCYrBnRpWfPp1fTavH+9EK8B3yugQRBEARB3LtIEut659u2JuyntGtr5cAb56YFBBsgSiIDIsAnXtpvxuCacE/7rq7LLb8p2VoNYCym5zhm6CkFAJLR7JZNljnLEWtsKbZwX+dcw5aD2xC9EuLaaWpTcIIgCIIg7gPMRv3ldeX507QTY4xtXl9y88ipy9UTNtslvUHDZI0ZAHgk0g3wHADgnLtnaPokASixWvWXRkZicoJJUQitVTPTunQZuaeYrJmzao7GYlfD/qn+s+VHY0u9oE3NGIQkgUkSuKquykBtgiBmhxxTBAFAYmj7H7uKWbpFvybR/gyrfmoJPRWAByLyl0M4pE7FvupnO1dKmu2RIsgNt6531/jdV7qRwCnFZM2IqXTdOdlkzYQk5THG7AmmWo2cBlCC6fWKk9kokyAIgiCIFcZuNZ37ycHPFzrsZkei/VurS6c+Z4xCZJcHIbSTCqAp9r0NM8NaT5/bpzPoT6YV5OS7my8YkcCwIumNHabSda2S3pABJrkWcEkrxREAOzAe7ARQjymCIAiCuO8oL8459uw3PlOr1WoS2mL3bKsaOnLq8tjPeou5O9Whv8p0BjMDeOq2rUOhvq5TTGJgTJqtX4KlpDR9zbWrvVeGu3p4dLi/CKL31CRkq+OyyVXpY1qdk0nS/Fo58BWOP2ZMMZdtaNTYUqbanKgiGEHcg5BjiiAAyBILOs26hBG/AKCVWIlOlk6EFVWG+LthAJ5Y6PlS08x7I8OaVy+d9T80fTGyx7J+m1vSaBM2o5yFlVQIHMKwMlPmFzmmCIIgCOI+Ii3F6pvJKQUAedlp2QBOQOgmGSJb6rEFnk6+3ti05cZxdpJzvmvqTklv7LCs3aowSdq5wPlXAj+As0jcfJx0E0EQBEHcZ1QU5yh6nXZaT/E427et1W/7YPi4Rq/TgzGm0ekcskaeYGNJw3ji+ewwxmzlFRnqmSvNnUjglNLYUi6ayjYUMMZmCw5aVTCdvsdStaV3BlsZaSeCuAchjzKx2liRm0lE4eXdnpB7pv2MMbkwxWgFUAtgE2ZJgZ4vmSWFD619ZE/D1O2SzjAgabTViY5ZpQxAGFZmLEdIEARBEMSSsSLa6VZbT00kEo3OtF+n1RRZzYa1ALZCaKf5lCWeDQ3nfAeAk9N22FPvMElaLSWN58NtAN0QPUIJgiAIglheVkQ7/ebY+czZ9qeY9AXmVMdOvdm0WW8ybpI18mxZUXPCGHNsetejuY6czJap+3TpOQP3klNK43Ceta7fLksa7fqVXgtBEMmDHFPEamPFPpN9vvDgbPsrMyyz7l8ImSWuvRsee7ABANdnFzZa1tWetKzZvNBMxpXImDoPIIIkOOoIgiAIglgQK6WdjMOj/uHZBmzeUJLsev8yRJDQcTApZHRVNFjXb2sy5JeWLmg2viL1aI4DyECC6GWCIAiCIJaFFdFOwVAkYU/zOLLEci06eSCZ52SM2Wve8ba81Pyci0yjHTKVrm+wbtjxpsbh3JrM8ywdTDUWrWkwlazdwBhzzjZw2ZZEEETSoFJ+xGpjRW4m67KsDVWZ1lmbZBenmpfk78Xpyt+74/3vfOGye/SdSzH/EhAB8CYAE4D5ZnaRSCAIgiCIpWEl7rHBT3/kkdPO1Nm1066ta0ZeP3Ep2eeWANRs2rf36M0R/vBiJlpGr5QXQDOAbMwvS4p0E0EQBEEsHct+n5UY6/vaH3+0A6Ie34yUOS23mztHZh1ztzDGrBufeMh2s6Xr9rA/uthKN8sin5hW32vIL27RpmSUM8aoOg9B3KeQY4pYbSy3QOD7Sp2ND5elz3mjSzNrc5ZiARa93Pj43rIH3N3nhvzBaMoipkqmQDgPYBiAfsI2CaIfwlqIJt0EQRAEQaw8y62dfH/15adu7q5dM6tTCgBq1rr0c41ZCO94eEvTH3zmocL3fOM3XOWLuv5kaScO4A0AIYheWmEAutj2EEQpw91JOhdBEARBEItjWbWTJLGuH/3D70dc+Rkb5xpbmWHxNXeOJH0N1fn2vtoCW/ifnl9swBBPznsnSUF9Zv5pbYoTTKMzKAGfLzLYY2KyJqrLyIOkN2y9S4cUBfUQxD0IOaaI1caSp1QzoNtu1LY5zbrgA8Vp6cVp5mlNtBOhkSSXUSuNBiJqUuvw1uTb8xhjtvc/UHLkey9dTdTEcTnpgOgZtWGF10EQBEEQxPxYcu2k0citOZkpna68jHD9U48VF+alz0snZKWnFCZ7LQwY/vyn3l5r0MrGJ/eUHvtew4156bgl5BJEFnntCq+DIAiCIIj5sdTaSdXrtDfzslN7K0tyo09/4vENKXZL9nwOLEgxmpO9GFliLTl2/WbGGFzZ1svuLs/C+37yxQf16DJyTxryS0sYY2NBTpJOD609dbFTEwRxj0GOKWK1sZR3opEnN+W5qzKt1QCyFjJBSZr55sVuTzL7KXlMOjkLAAoyLdssRm2/NxCZrW7ubCxWINyBEGhL4ZSi6BWCIAiCWBqWTDtpNHLbd//2abWkMMsF4K6dTLIsZTtTrf39g56FaptpGAy6bqNBXwkAH6orcv3gyE1V5XyBBqZF21bOAygBkGwjEukmgiAIglg6lkw72a2mcz9+5nP5qQ5LGYCyuz3eqte4kr0ms04eZExIi3ftKvL9/X+cX/BcfJEaRZ9d2KjPce1k8QURBPGWZqWaJRPETMhLMSkDen93h6sv5pRaMJUZltFkrUlicG/Kt92UJaYHAMaY/okdhYvJq75b64oHouxMA4CTAOwAchdxfoIgCIIglp8l0U4Gvfbafz77R6aYU2rBbKspv52kJcFiNlz8569/Zqw8oEaW8t5dW3BqwRPefdRvP4RmOgKgCcAaJN8pRRAEQRDE0rIkQfpZ6Y6mn//LFytTHZYFO74kxpypRm1nstZk1EqntrocYxlSNrNua3aa6Uay5p8LyWC8o88ubDRX1hy1Vu88Y8gtqlsipxQ5ugjiHoQcU8RqI5LEuXyfrC1oserl0/99d3Ew32EsXeyErhSTIRkLkxhuPFieZs2yGybVGC7Pt2/UaSVfMs4xC2EIZxQHsBXAXgDbASS1ROEUSCQQBEEQxNKQNO2k12lufP2LT55NT7W9+cK//kmWM9W26EynXVsq/clYW3qq7c0Xv/vlyrKi7KKJ2596oHQ56r6MQGgnO4Rm2gNRuk+7ROcj3UQQBEEQS0fStFN+dtrJ33vqseNF+RnHnzv0hS0GvXbR/TXL0y13krG2NLP2yAPladv0GmlSL/N31Ll6FjHtvIJ6JL2hw7J263Hrum35htyiOo3FvlvS6jYt4rwEQdyHUCk/YrWRNKdMcZrpdHGaec+f7CtP1pRwGLTJ6JUQ3FxgD+q1ctrUHYwx+0Ob8468eLJtIb2m5iMQTgDIh3BGEQRBEARx75Ms7cQ/8u493Q/sWLvrgR1rkzQlsK6iwLLYOSTG+p795u/ma7Waac8uRp2mYveazOajLT3JLLUcJwLgOIBqkHYiCIIgiPsFbzImYQxDn/wvD2sf3btx81PvS55MqEi3BE+2DS1qDpnh2tZCx85EyUkZKcZtdouue8QbXkCLiznMTrJm1FS8plljS93BGFvOijwU1EMQ9yCUMUWsNhZd7D9G5KM1eRvnHnZ3SBLLshk0vYuZw2HSvpFu1a+baX9NmdO1mPln4AKAywB2AMhbgvkJgiAIglgZkqKdNLJ058BHH9mVjLkmkpZiLZp71Ox85N27r2SlOzJn2v/JhysWGvk823t3EkAXhEPKscD5CYIgCIJYfSRFO2Wlp1x7dO/GzcmYayJ5DoN9sXPUFNhDksQSJiMwxjSPbMm/uqCJZ3rnGIsa8kuP2DbWKVp72l7GmG5B8xME8ZaCMqaI1cZtAA9AOE3jLxki+iH+VZrhBQDMadY5Hi5L/6BRKy9JZGu509L6ZvtwxkKOZQxt21yOrbONkWWpYE1hSnNL61AyIn9bAXQD2Pb/2rv36DqrOuHj3+ckadM2T+/3yyG0paUUOLRcJVwcRAQdBV7jKyjKDL5eoyMjI6MzrzOMjiKKMO+yETCuUcdhQAfvKOgIC0oDCJRwqnIpUNLT0qYXWtrTNr0kOe8fz0HSkjYnJ885SdPvZ60szDl7//buWkL32r+9fzuGWP3h6RVJkkrjPvZfO1Ww/5qp17VTasFRMz7xwQuvAJJxTy6RCMbPnDbh5bXrXynq1OzE8eHyhisvPPtQbaaMqT550ujqDZu27z5o8qpnuZ7WJ3/M//OMvsWKlesmSZJKpwn4LdF6qZB9p+6/AwTnnrHwuIYrL/xAKSY3sqpiTkDx2bNJNcMenBwOP+R+2Pzk2GMTQdDZlcv1+63SYZOmP1o9a+70IJEopvJPXFw7SYchE1MaVH710dN2EdXwL1o6k72KEpZbmT+5ZtcTa18tpmtu0awxWysSQa+bPuedPGPPM6v7fHW7+7plC9HGyplAHOUHJUnSINTesmQT/V873QycGM+M3ujMk+ev+dHdDxeTmNp+y5c/MrW3N7KDIKj48Pnznv3KT1b0LTGV22/tlAHWMbAJKUmSVGLtLUtagdb+xEhnsr+jBAd6AIIgCKeEw19qy+7p863zIGD14uSYXg8mJxLBlEXzJv5++XObij7EXBGOfXrUnIWdQWWVaydJRbGUn4aUdCY7CvhIKceYNWZEUW8ljKhKPD519PBUIW3HhcNPCUdW9bVkYAewh2hzqpLoYe5yJZ87geX5OXS3F3iCGN8OkyRJ8UlnstOB95ZyjDNPnr+nmH7nnH5cy6zpEwtKaJ21YOr8ikTQ2acBcl1dwFZgKTCd8ialdgEtPXy+jaiMoCRJGoTSmewiotvqJTN/Us36YvodO6VmfUUiqC6k7TknTa/q8wC5LhLVI9bUHH/aozXzTzouqKw6oc8xircZ6KkEYRvwVBnnISkmJqY01DRQ4rJ14fCK2cX0a9/XleroyrUX0jYIgspLzpn9bB/C54CVwCtEt8VGFzHFYu0E3tvWVH8KcDbweP7zTwEj25rqT21rqt9QxvlIkqTC3QBMK+UAx86dUdQbTY8+ubLgdzErEsHU958z55FC2wdBsGfClLEbiEr2lPMwD8Ba4Lz2liWLgUuIbmvtAS4Exre3LHlLGeciSZL65rtE64eSmTep5sBDvwXJbGkvuAJgzYiqxbXTwqcLbd+1b+/WipGjt9UsPG1qRfXIct+SagFOAY4HPg5sJ0pULQCmtzXVf6zM85EUA0v5aajpc/27vgqCYNzEUcPWbN65d1Yfu26tCJh6iO8fBUYQ1cZdd9SUmhnTJox8cP0ruybmPzvwrYgAqAaeB2YB84hO+5bTfURJqVcA2prqH5364btOB5JtTfWryzwXSZLUd0XVJ+6LMeHIOYlEkOvq6vFNp4MaXTPikHNb+cqOB7fs3jsO4OzZE17+/KUnTH5h197lu/Z2VRO8/h5EAEH0exAEAcO6unLPJhJBas+OnVPWPvZYOQ/zAHwb+HR7y5LdAO0tS34+YtEnfw1Mbm9Z8nKZ5yJJkvqu5GunaeHwCcX0GzGsYu+hvv/OL59e9mp2z+gc8P8+dMbG61EG8r0AABhtSURBVC8/ZdgN9z//B4I/v60VsP/aKdGxd1/w9P3LXtiWWfumyrETxwyfOrPvN62Ktw/4R+Dmtqb615J1t0798F23A8Pbmuo3l3EukmJmYkpDzTqi20Mlffjw2Ek1a5ft3NKnxFRVRbAxCIJDJab28HoJmWQQBKMuO/+YP978w/TCg7R/lqjcy5vzv6/py3yK0EV0G2oz0VxvAJ5oa6rv6t6orak+B5iUkiTp8JAp9QBBENTMrZ22auWqdX26dT5tyrhdh/p+576Oyo6u3IkAz23ckZg9oeb4z71t/tJ/uee5kw/SZTkQVlQEbwXI9fN9iQLsBR4iSpC9AHy1vWXJqgMbtbcs2QeYlJIk6fBQ6r0Xhlcm5lYEdHTm+rZvO7q68pCVsTZv2z1xX0fXsQCPPLvxocvPmn32W4+d3Hz/C5vrDmyb6+rKtT654uGXlq+YQy731r79CYq2E3gAGEv0TMU32prqtxzYqK2pPgtkyzQnSSViYkpDSioZ/iqdyT5PdHuoZOZPrtm3rPUNfzceys7aCSN7+0uzezJtLPD7mhFVp8+YNGrly5t2dv/z/IkoIXXmAf0LvrLdBz8jKhHYDnyrram+r+9eSZKkwe2bRIdNSnqo59zTj1vXl8RUIhG0ve/is8NC26/bvvv4zq7c6hOmjT5lRFXFjvZ9nd3fBF1OlBzaP2EV/8qpE/hPYCOwHvh2e8sS39mUJGlo+TfgilIOEATB8OS4kc+8tGXXgkL7JAKenz62+pAHqLsv9n78SGvqsrqj95w7e8LU+194/eJR576O3eueWfnUi79vmdjV2fmGhFXMtgO3E+05tQB3drsZJWmIMzGlISWdyZ5MiZNSAEePGzkvgFyuwE2c2gkjlh8zedQ5vTQ7cHskAXDe4hltP/jNynnADqKNlTcBw/o65z5aATS2NdV/u8TjSJKkgfVeSpyUArj4glNHNN3xu4LbX//3799w7hkLT+ql2X5rp9YtO1vnTKw56uITpi6788mXzyJ6DPtF4CCbKrk4U1MPAl9rb1ny6xhjSpKkwefycgxy7uwJG/uSmPqL+RMnDK9MjO+l2Z/XPtnd+0a/vGXXozMnjDpj9viRT6/asuu47Rs3v7Dinvu3723fXY43pH4O/FNbU/2KMowlaRA65BVP6TC0iajkXEklEsHUE6eNfrKQtlUVQXre5FEHKylzKIuALUdNDY+vqkgsJSqfdy6lT0r9G7DIpJQkSUeEDeUYZMK4cPH0KePWF9J2/uzpy846dcGJfR3jybWvzgV4+3FTXiv/MpaDJqVikwM+1t6y5M0mpSRJOiKUpZLM3ImjFiYCOgtpO2tc9dICklJvcOeyVRUAF8ydsOnxu+5e9sRPfj1nb/vuxX2N00fbgbe1NdVfYlJKOrKZmNKQkkqGGeCpEoXfQLTJ8TTAW46ZdMhHJQEqEsGzb5k/cWFlRWJUAfEPPK1cCfwxCILx7zyrNgf09vhlsad+NxI9xP13wFzgMwe+GyVJkoas3xGVTymFF4ClwOogCIKPXXHByt461M6c9PD3bvrkWRUViUJuce3XZvuejhm793WmRw2vPP6CYydXA9XFTbtXLxKVQPwIMKO9ZcltJRpHkiQNPj8vYew0sAzYlAiCiSfPHLu8tw4zxlY/eMKM0b1V6OnR/X9cv7irK7d51vhRddNGV0+nt1v0QdGX7J8gOgT9v4Gj2prqf1tsIElDh6X8NBQd8qHsIi0Hzkslw+3pTDYAjhk7ovLKikTw7yOqEsMWTK2ZU5EI5q7avGvMzj2dwzpzucpcjmDBtJpEIhEU+u9ZT4mlKcCyBUeNy00eW/3Sxld3H93H/gf6EfBTorKApwKbgVus4StJ0hFtFzAi5pg/At6XSoad6Uy2Ejjp+PnJS4CmU06cM/Gv3vMXtYlEkFry/Xsqd+zYXbl7z77KrlxX4svXvm96UPimxxvWPsvXbN02b2K47ML5k9uXPr85u7uz6+DvVBV2pOdG4Emi5N1pROWOf9jesqQUb3tKkqTBrxR7TgDXAV9MJcNcOpMdBZxx4rTRZz++5tWbZ46tnjVjXPWMzs7c6c9u2NGVyxF0dOWqEgEdx02rWdSHMfZbv3R25Sqan9v4xNkLptR89XPv3/7uj944O3eISscFrND2Av8ArMv/fgLw27am+gf6MEdJR4jgUP/BkQ43+aRRJ/G/lfCbVDK88FANGptbJwPPAuOKHOMh4Dj2Xyhsy/9zzq49HStuuuOpo3LwXaI3E/4bmApcCHwaeAU4GtgKhESJ53bgV/mY9wO3tTXV+y+9JEkCIJ3JHg/8oQShb0wlw8/2MvYioqRPUVZs3LZ0+56OhXRbOw2vSGROmTZ2QRAEI1Zv3fXQbY+ungP8AGglWhPNB/4X8H92bcsuf/SOn57K64m5Sl6/IZ8Avmt5PkmS1F06k70c+K8ShL4ylQz/41ANGptbPwh8v9gBbrrzqSd37u44Kui2djpzweQV/1S/6DyAH/zkwYcav39vCPwP0S2nR4CTgCuBd1eNm/TgyDkLT893rcz/PEd006sLuKGtqb5UVYwkDTHemNJQ1Em8/9/eBXy9gHYJIEvxiamze/hsItHmyJyRwyvnXHru7OO+dcXiTLfvVwEPT/3wXV8kOsX7CrASGE70mPnDbU31zxc5H0mSNPSV4tb0GuDfC2gXEN3irilmkBMnj+mpbM1E4GHgzOTYEVPC4ZVz7/yrxd1LFa4BfveO2x77zM6tr54BPE90qnc8cAnwi/aWJZuKmY8kSToilGLt9AjwmwLa9eu21mcuO6mn96PO6+zKraxIBPMuf9dZWxq/f++b21uWdH/eYQ3wyxGLPjk+GF59ElFFoSzRweg64K62pvpS3SKTNIR5Y0pDSjqTnU1U9z9O70glw4JOyzY2t54J3AnMinH8VcAzwLca6mo9tStJkmKTzmQvBn4Wc9hkKhmuKXD89xO911TswZ6ePEj0hub1qWTYEmNcSZJ0hEtnsl8AvhhjyFeAqalkWFDCq7G59TrgWmIsw1w7ZuTPZo4esRX4p1QyXBtXXEk6FG9MaajZE3O8+4hK4BWkoa724cbm1jnA1UA9kCK6Iv0dYCZwLDCa6FbXSOBl4BiiBUU78Evgsfzn9xDdwupoqKvNxvTnkSRJ6i7utdMtQMEbGqlkeHs6k70b+CzwbmAesIXooM/RwBxgLNGaaB9RyeIFQAWwCfgF0QGeFUQneAF2ppJh3H8uSZIkgN0xx/tCoUkpgIa62usam1u/x+v7TjOIyuk9AMzO/z6eaM9pM9H6aX6++yqifae1wO+I9p66Wrft2vqO4yd3vyUlSSXnjSkNKelMdibRNeP+6CKqp3svsCyVDJ8oNlBjc+siYFtDXe2qbp8FRMmpPQ11tbvzb1NNBtY11NVu6d/UJUmSCpfOZC8C+nsjey/wQ6LE0C9SyfClfsznPKAllQy3dvssACankuGG/O9HA8OAdalk6OEdSZJUNulM9lrghn6G2QncSrR/9b1UMtzWS/se5feX3gXc3VBX23nA55Mb6mo35H8/Pj/muoa6Wg/vSBoUTExpSElnspOISrf0x/+kkuEFccxHkiRpMEtnsm8hOjHbHzelkuE1ccxHkiRpMEtnslcDN/czzF+nkuH3YpiOJB22EgM9ASku+dO034whVF06kx0dQxxJkqRBK53JVgNfiyHURTHEkCRJGtTSmex04PMxhHLtJOmIZ2JKQ8lfAu+NIc4jRDV4JUmShrLPAItjiLM0f0BIkiRpKPsG0VMM/bU0hhiSdFirHOgJSDG6pJ/9m4kSUlenkmF7DPORJEkazC7tR99O4EGiB8D/byoZWh9ckiQNWflDOP3Zd9oBPAq0AbfFMilJOoyZmNKQkM5kxwAX9iPE11LJ8O/jmo8kSdJgls5k5wOpIrt3AB9JJcPvxjglSZKkweydQHWRfbPAX6aSoTelJCnPxJQOO/lTKmcCfwPkgD3AO4AJRYZ8BbgulslJkiQNMulMtoJoM+UqYCswkmjtVFVkyCeA78UyOUmSpEEm/w7nB4hul68DZgLn9yPkD01KSdL+glzOqhs6fKQz2QnAl4CPxxz62lQy/HrMMSVJkgZUOpOtBW6hfzfLe3JRKhneG3NMSZKkAZM/CJ0C/hNYGGPoLmB2KhmujjGmJB3WvDGlQS+dyY4EvgqcDpwMVJRgmCdKEFOSJKns0pnsDOB64CTghBIMsQ9YUYK4kiRJZZfOZBcD/0C0dppTgiEywIYSxJWkw1ZioCcgHUpjc2viqbZXv7h2e/tJW9v3tu/r6no6l8u15+K/6ndezPEkSZLKLp3JjgC+DhxFVLZvJbA35mGqgLNijilJklR26Ux2CtGBnknAemA10XuacarN/0iS8rwxpcHuph37Oj+9Y9uu/T4MoHPyqOFPzh03qjYIgkndv8vlcrkgCII+jLEJsNavJEk6rKUz2UrgZ8AFPXzdDiwHTuGND3fngL6snZ7O/0iSJB220pnsWOAh4Jgevt5KdEP83B6+6+va6T7g1T5PUJKGMN+Y0qDU2NxaAXwO+NdDtasIgu3Tw+o/jKuu6gqA7N6O3Opt7SeNra5aNXvsyH3DKytOLWC4a1LJ8KY45i1JkjQQ8jelbgU+2EvTDcBzvL6ZkiBKVrUAo4Hjeum/D7g0lQx/VfxsJUmSBlY6k50I/JTeb4GvAtYQPSvRBYwAjid6EuIoINlL/23Am1LJ8Jl+TViShhhvTGmw+i7wgd4adeZyo9dsb69bs719v8+37t67YN2OxPKjx47qLcQK4OaiZylJkjQ4PEL0WHdvpuR/DnQskC6g/3+blJIkSYez/FvmLwE1BTSfnf850DHAi/SemPqqSSlJeiPfmNJgdUaxHQPYFw6rXFU7ZuS8XpquBpamkqHXBiVJ0mErncmOIUosFSsLPA+c1ku7p4lOB0uSJB3OjqOwpNTBbCF6x/NNvbRbDvyxH+NI0pDljSkNOo3NrePpub5vQVJTxvx+VFXFguzejqdHD686u4cmLwO3A3ekkuFTxY4jSZI0SJwEDO9H/7XAGKKNk57KIL8A/AfwnVQyXN+PcSRJkgaDog9DA9uJSvpVE5X5m3vA951E1XnuAG5OJcOOfowlSUOWiSkNRlf1p/Oru/flaoZVTjhIUuqWVDL8RH/iS5IkDTL9WjsBm4Ge1k0An0glw1v6GV+SJGkw6c/aqQb4Awe/af7mVDJc1o/4knREsJSfBqML+tO5dduus3ft63i4h6/uBR7tT2xJkqTBJJ3JBvRz7QQs4o1lZjqIbpi/1M/YkiRJg0Y6k51EtPYpVgKYQFSNp7ss0Ai0v6GHJOkNvDGlQaWxuXU6cG5/4zzZtu3MueNGPVhdmQiGV1SsH1FVcWMqGfomgiRJGmrOBab2M0YNURmaB/O/rwSuTyVDk1KSJGmouSyGGDOBTcBSorJ+jwI3ppLhKzHElqQjQpDL5QZ6DtKfNTa3NgJxltq7D7i4oa52Z4wxJUmSBlz+ttQDwDkxhr2NqHxfV4wxJUmSBlw6k60BngVmxBj2U6lkuCTGeJJ0RLCUnwaNxubWtwEfjznsNSalJEnSEPW3xJuU6gA+bVJKkiQNNfkDPUuINyn1J6LyfZKkPjIxpUGhsbl1MfBjIIg59NmNza1xx5QkSRpQ6Uz2PcCNMYetBM6IOaYkSdJg8M/AlTHHnAUcHXNMSToimJjSYHEZMKoEcb8JrG1sbr2xsbl1SgniS5IkDYSriP9AD8AD6Uz22XQm+7l0JjuyBPElSZIGwodLEHM08EI6k30sncl+KJ3Jus8qSQWqHOgJSHkT+9k/C7ya/98z2X+jZjpwDTCeaBNHkiTpcNfftdMWYAdQBUw74Lv5wPXAHuDmfo4jSZI0GPRn7ZQDNgO7gBpgQrfvAuDU/E8r0VvnkqRemJjSYFFzkM93A2ngZeAiYMQB318ELG2oq9312geNza2jgIVACngPsBZ4BLgn5jlLkiQNlIOtnbYDTxJtnLwNqOj23S6iTZMXUslw72sfpjPZ8cAJwElEa6flQAvwk/inLUmSVF7pTHYYMOwgX28kWvuEwFkHfPcccD7QlkqGHflYATAVOJFoXfUO4H6ivasHY5+8JA1RQS6XG+g56AiXfwPq90R/oXd3D/DBhrrazfl2Y4GPAF8iWlA83FBXW1fOuUqSJA20dCY7HNgAjDngq28B16SS4e58u5nAtcCn8t/fmkqGHy/bRCVJkgaBdCZ7DLCyh6+uBr6ZSoZd+XYLifacLs1/35BKht8qzywl6chiYkpl0djcOhH4HPB2opIwvyA6jXIM8C7gYz10m99QV/uGhUNjc+t44Dgg3VBXmy3ZpCVJkgZIOpOdDXwRmAd8BVgGTCYqs/fXwDsP6LIdmPJaUuqAWDOAo4Anut+UkiRJGirSmexpwJeBDqKSxE8Ds4BjiZ53OPmALstTyfCUHuIEwFyiA0DLU8nQjVNJKgETUypIY3NrVUNd7b4i+h0DNAAf4uAlZw7m6Ia62ta+jilJkjTQ0plsVSoZ9nntlN9U+RRwOfuX4evNVmDya2VmJEmSDifFrJ3SmWwCuBD4G6ISxn3xcCoZWoVHkgaIb0zpoPJvNb0NuAC4orG59bfAlYXcUmpsbl0IXAfU92MKJxA9HClJkjTopTPZycBbiW6DX5zOZG8B/i6VDDsL6PtmohtSZxc5/DhgJq6dJEnSYSJ/Q/x8ojcuz0xnstemkmFjAf0S+T7XEd2IKsaJRfaTJMXAxJQOpRF4L1Cd//1SINnY3HplQ13tn3rs0Nw6H/hn4DIg6Of4YT/7S5IkldPdwCJeX2NfDdSmM9lPppLhyz11SGeyZxK9ZXBeDOO7dpIkSYeFdCY7CbiPqNzwa/tHS/LJqi+lkuGrPfQJgEuAfyE6zNwfNelMNrBUnyQNDEv56ZAam1uriWrzXn3AVyuAnwK/BZ4BksDfAh8AEjEMvQM4vqGudnUMsSRJksoinclOBL4DXNzt4xzQTLR2up/oVtOJwOeJys/E4SVgQSoZ7okpniRJUsmlM9l5wO1A9/ee9hLtN/0CWApsAs4BvgAsjmnoe1PJ8KKYYkmS+sjElArS2Nx6O/C+Mg23Ariioa72D2UaT5IkKTbpTLYSeIzo9lQ53AtclUqG68s0niRJUmzyt6eeASaUacjbgGtSyXBnmcaTJB0gjpstOjL8Y5nGuR84w6SUJEk6XKWSYQdRaeNyuBV4u0kpSZJ0uEolw03ATWUa7pOpZPgxk1KSNLBMTKlQq4G2Eo/xI+BdDXW17SUeR5IkqdQeB7pKGL8TuAFo8G0ESZI0BDxa4vg7gI+mkmFjiceRJBXAUn4qWGNz6+eBr8QcdgNRzeCmhrrax2OOLUmSNGDSmewdwGUxh30R+BlwSyoZvhhzbEmSpAGRzmQTwFPACTGHfpLonc9bU8lwc8yxJUlFMjGlgjU2tyaA3wDnxxDuFeBzwA8a6mp9pFuSJA056Uy2hujtzKNjCPc8cA3wq1QyLOVNLEmSpAGRzmSPBv4EjIgh3DLgs6lkWOqbWJKkIpiYUp80NreOBb4BXAlUFBFiLdFJla801NWWujSgJEnSgMpvsCwB3l5kiOeA/wK+4VsIkiRpqEtnsqcDjcDJRXTvIrp19W3gO6lk2Bnn3CRJ8TExpaI0NreeAnwJmAW8BIwHzuzWZCdwN/BjopIz7cArDXW1G8s8VUmSpAGXzmTfCVwLjAZeAOYDC7s12QzcBfwayAB7gPWpZLitzFOVJEkaUPmyfh8FrgISwCrgdKI9qNe0AncADwDridZOa1PJcFc55ypJKo6JKcWmsbl1PDCdaDGwpqGudvcAT0mSJGlQSmeyATANGEd0gCeTSoYdAzsrSZKkwSmfrDqKqMzfDmBNKhm6qSlJhykTU5IkSZIkSZIkSSqLxEBPQJIkSZIkSZIkSUcGE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKgsTU5IkSZIkSZIkSSoLE1OSJEmSJEmSJEkqCxNTkiRJkiRJkiRJKov/Dw7fcznucdIFAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 155,
       "width": 851
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(sacramento, 'median_household_income')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create a `Community` from a list of geodataframes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you are working outside the US, or if you have data that aren't included in geosnap (like census blocks or zip codes) then you can still create a community using the `Community.from_geodataframes` constructor, which allows you to pass a list of geodataframes that will be concatenated into the single long-form gdf structure that geosnap's analytics expect.\n",
    "\n",
    "This constructor is typically used in cases where a researcher has several shapefiles for a study area, each of which pertainin to a different time period. In such a case, the user would read each shapefile into a geodataframe and ensure that each has a \"time\" column that will differentiate each time period from one another in the long-form structure (e.g. if each shapefile is a different decade, then the 1990 shapefile should have a column called \"year\" in which every observation has a value of 1990). Then, these geodataframes simply need to be passed in a list to the `from_geodataframes` constructor"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here, I'll use `cenpy` to grap population data from two different ACS vintages and combine them into a single community"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from cenpy.products import ACS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/cenpy/products.py:657: UserWarning: Uncertain place identifier \"chicago\". The place identifier should look something like \"placename, state\" or, for larger areas, like Combined Statistical Areas or Metropolitan Statistical Areas,\"placename1-placename2, state1-state2-state3\"\n",
      "  replace_missing=replace_missing)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Matched: chicago to Chicago city within layer Incorporated Places\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/pyproj/crs.py:77: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method.\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n",
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/pyproj/crs.py:77: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method.\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n"
     ]
    }
   ],
   "source": [
    "chi13 = ACS(2013).from_place('chicago', variables='B00001_001E')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "chi13['year'] = 2013"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/cenpy/products.py:657: UserWarning: Uncertain place identifier \"chicago\". The place identifier should look something like \"placename, state\" or, for larger areas, like Combined Statistical Areas or Metropolitan Statistical Areas,\"placename1-placename2, state1-state2-state3\"\n",
      "  replace_missing=replace_missing)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Matched: chicago to Chicago city within layer Incorporated Places\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/pyproj/crs.py:77: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method.\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n",
      "/Users/knaaptime/anaconda3/envs/geosnap/lib/python3.7/site-packages/pyproj/crs.py:77: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method.\n",
      "  return _prepare_from_string(\" \".join(pjargs))\n"
     ]
    }
   ],
   "source": [
    "chi17 = ACS(2017).from_place('chicago', variables='B00001_001E')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "chi17['year'] = 2017"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "chicago = Community.from_geodataframes([chi13, chi17])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1, '2017')"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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REc2XO75/508B3Ja/7Nb3twMAshPZroe++pONUdtWLa7dVndOc3u5Y6hVP3VocBhAc8mGIv0iUpu/SMPrPLKfTfOGhUepEkpWT1YtmSY3nUDbBsQYVwjgOIDHAeyaXBBSeBQIMk+IiIiIiM5k0X3tiLoZk9RqnOEqECOOW5/sKtfOH882+GnvCX88u0NV+wFAVcOGn7OfTfOGmRw0K9LRdiWA95RqY60tFZgoqp9RwmIExUOvKtNucuaUk0NRMlkv7Bx48SUiIiKiM9Id379TANwFYFVUG5HS93Oq8YIcAFDbtqhh+IXjJdtkh9Ib+p/qBgAsvm71M5JwWlRDa+yxn03zhkEOmq3bAXyyVAO1WirIMd3fwfFptD15wT2nau3Ae897304jxnWN2yQQJ+Nn4lalJiIiIiI63QyAvyvVIGoGlJNiZnIAQLKl9nIAvQBaY22Qm2XFEeO87+KOp1xxnMaquroat7rGMWY47nGJKo1BDpqtsr9DpdLkRIpnQinjUgSFleJsd/Lc6hJ1DTVuzZQMkGq3un6axyYiIiIiOl3K36tJxAwoOWpjxzggIpJorHohOzwRK8ihGgwjF8C9ovXCqwtWT7ePT1QxrMlBs1X2d8ja0ldXMRJWLyNKI/JqbZRxMlNjPDMRdg68+BIRERHRmapsP1sQOlTklPgxDgBAbVtTrAkBgn0H2dpWNSzQwn42zRsGOWi2vHINyhU8EpGy+yiQjdnu5EU/PZEOGzJTNc3jEhERERGdLuX7yFI6yDGNkhwAgERT9UYAPXHaTmZyaHiQg/1smjccrkLTJh1tAuD1CAoKnV+uvfVLZ3IYx2Stb6dzIbwMQBrlp6Y6GUGOyORgQSQiIiIiOqPc8f071wE4DzECBYLSw1UwjeEqACAiSDRVv5QdTK8s2ziXyaHQsKwN9rNp3jCTg2bqxwB+AOBD5RqWzeSY3nAVAKhHvCErJy/64xOh9UqbpnlcIiIiIqK59ssAHgJwX9mWFc7kAIC61U3LYjXUYDCMqoYFNBJdAztrp31wogpgJgdNm27uVuloi1v8E5MzyGogY1WzajVjVT1VzRrX9EOkFgJPBD6C4StWRHyr1oOnCsAiGFU4+TgGYMuixvr0hovXVicSriSTCUkkXPnpw0+m0ulMPYI5xfcBMP/63/fX/GDHfz/lW99YVeNb3zTW1suBbz9e+TeIiIiIiGjm4g7NBqb2xz0AmfxH9WzaG8u8qlY9tdaDha9WfbXqw6q1Vj1Yq2pVYdWqVdUgC/sIALP8vFabqEo4juvAuI6M9I2MHT9wohGADHYdFXHM41CV13/sw0ZVxVprfGuNqprlS5Ys2Xvv9oMVe1eIYpqXIId0tC0HUAugpuBrWDd3PzZXx23tbH8rgPcjqNXgADADu3qOemOZlbnnXwTwOICLEHzK/6hu7k5LR1sLgDHd3D0xV+d2FnoXAB/BBXQi95jNPWaSzTWmcX3rIwCS+/v6r9vf328RZA5VoSD1rvHyFQbAirCDTJwY2zX84vErok5i0aL6bR/+wB3t+cuee/7l7d2He2/MXzaWHsdYemo2x+Do8MuxXikRERHRWUI62moBLEFxP7sGwHbd3D04V8e+4/t3/iOCfp4DwExksgPPPL9vce55d2/nto+3drZvQNBnXNTbue3J1s726ty5DfZ2bpt+2sHC9G0AOzC1nz35lQWQ2fKd7b+TGZ/4kPVsAqdmHnRRcH/njWZeGtjVs7bEsXYD2BC1cuOtG/qraqtOFiMd6Rs5cPzAiXMAQD0L9YIPM09kBoq2HTk4VlP+pRJV3nxlcuxE+E3tTwD8zBwe91oAH8xfYD37OIDrck+vAzCMIMgBAI/m6k+8DoCVjrbNAN6vm7v75/Aczwq6ufvBUutbO9sTCP7AxhEZrRbHlPwd9TxfCpetXrXM6z7cG+e4dXEaEREREZ1F7gTwfyLWXY/gA72Ku+P7dyYA/FL+MtcxU26gWzvbrwBwI4IPvsZaO9vvA3AHgqHIR1s72z/R27ntu3NxfmeT+995714Ae0u1ka+0ZQE0x9hdUV+5QMmsEevbKevrW+rPQZBZHafsAfvaNC/mqyZH1HGn1GaQjra2Ch+36Ia5aeOyNnGkK/d0BU4FOADgBgQBDiA45zcDeHeFz2mhms6MKZFtxZGSRYt83xb9LtXX1cb9vWZBJCIiIlpoSvWDTva1paOtQTraFlXwuEX9bMdxNlx8/uqHRU729drzzq8OwPsQBDgAYDmAP63g+Sx0mZjtyvWLS/bZra9T1osIAIzGPDb72jQvzrQgx63S0dYjHW3d0tF2AMAe6WjbJB1t5WbRiKuoMI9TnVi5+Lo166uXNzwMoDjPqlhoBUuaKpduGHd4T3SQwzUlf/a+7xf9LiWTbrmI9cmmMdsRERERnS1K9e9/JB1th6Wj7SCAPQB2SUfb9RU6bmgBzMaG2luuuuyCfS1NDTtj7IP97Pji9rNnmcnhh/XT4wZY2NemeXGmBTmSCLIpVgFYgyCy++sAtktH27oKHDd06IMYcRrOW3zL4utWw6lNbC+x/XMA/rMC53HadA3sjHvDPxfiXgAjgxzGdeogiCxYFBbkSCQScX+vYxVOJSIiIjqLlOoHLQawEsBqBP3tcwFslY62j+eGaM9G5BBjx5gLz1+78qrLNqzdkUy4xyKaKYA/m+U5nFb37N50NvSzS86+giBYEtkX9z1bFATJy8wph31tmhdnWpAjylUAdkpH27tmedyS/8hNwmluuXLVTcmW2i0FqzwAfwzgZt3cnZrlOZw2XQM7XQA/N4+nEDfCHDmFrCTM4poVjQciN7TFw1Uc1zCTg4iIiF6rptvPTiCo4fEv0tHWOIvjlruZRnVV8vrLL1lXJ8V9v60Abuvt3PYvszj+fHjfPB47bj+73O/DdQAii9Faa0P66RLZdy/AvjbNi7MlyAEAiwD8h3S0/Y10tM00Khir0Kpxi07viG7u/lPd3D00w+POl48CuGwejz/rTA6oZjL9qcifm7Va9Ae1Kpks+0c2hxdeIiIiWmhm2r//eQBPSkfbTPuOsfrZIlKvxed4T2/ntodneNx5cc/uTbUA/mIeT6FSmRx7ATRErbR+cZBDjHC4Cp3R5ivIMZvUrk8C+OkMi5LGuviqFs1etVo62q4La3um6hrYWQ/gM5i/nzEQ/+Jro1aIMcmqJXWR0WLr26ILdzKZiBvkYAodERERLTSz6WdfAGCHdLR9dAbbTmfWxsJznM/M45n6LQTD6+dLpYIclwOIzFS3XkiQQ0rX8cjDvjbNi/m8AZ6NmwA8LR1tHdPcLt7Nb/gM3f8hHW2d0tF26zSPOV9+B0GV6rNhrGBokGP82MgTx7fv70l1D0V+opD1vKLCpMmky0wOIiIiopmpBnCvdLT9k3S01U5ju1j9L1UN+/DqXa2d7d9t7Wz/tdbO9sisgjPFPbs3LQHwBzg7+tmlzvEpAMcANEUeJJ0pGhYjInFrcrCvTfNiOhHXSprO9KJRliCoEP1ZAH+qm7vjjA2baSYHEBRp+hMAXWEr80lHW5tu7u6Oc6y50DWwcymAT+WezucfingXX6u+qqZVNQOLrFqbVYtspj/Vj2CY0hCAAwjGb9q8RwsgNZgeO2ZVVSCAQIYmUkMAhhEVrgou9lUIim0RERERLSSV6GcDwEcAXCMdbe/Rzd17Y7SPe1/hIzwg8j4AywB8p9TGrZ3tKwEc6+3cFrcuxFz4nwAaAeCe3Zvq79pwd9wpVStpOkGObK59/qOHoK7HAIDjmNq/Pvm9k3BPIKiZogg+INe65rrhod7hEwjva08GVW5A0N8mOu3mK8hxM4BvALh6lvsRBIGHG6Sj7QO6uftEmfbxXm/UrTHQp5u7/98pJ9DRtgTAuwF06ebuR3OVqf8RwJtiHavCugZ2/hyAD+HUnOMb42wnHW11CP6oJBC8T/lfifzl93/p7/rPWbFqGYILnUHwh8oUfn3/rr/cL4IRgYgxxjEQIyJGAsaIGCMGf/6P9+C7P3ygGsEnB/lWlzvvbNbr23roxcX5y/rG+vcAWF9m0ycQTJ1GREREtJB8CUAtgD/C7Pv6GwE8JR1tv1TYBw4R91iRw5QBfLe3c9uUGnitne1vBrAUwH25de8CcATAf8Q8XsXcs3vTuQiG1tydt3gjgMfKbSsdbXcBuAPFfe0p/eza1U176tY0XYHgPieyn73+jsueWb18yTAEIiIORIwIjIgYACIiBgLxPd/90T0/njxGoXPKnXdtQ/U2AO35y2oaap4e6h2+ssymj6HE5AJEc2leghy6uXu3dLTdgCAK+ocVOI83IZjn+726ufuREu1iDleJjHIslo62/6Gbu/MrP28GcAUASEfbVwHcBuAC6Wi7MGbUu2K6BnZeDOC7mPp+1sXcXAC8I07D/37yiUc//PZVZaf0baiuPYwYmSQ1VVWl/tiVU3TBdpNunKjxtQDmI+pORERENGd0c3cWwGelo+1+BB8qXjLLXdYD+J50tH0ZwO/q5u6oDIK4w4VLZZp8pLWz/Tu9ndvGAKC1s/29ACb73a+0drY/DOCDAL6FeQhyAPgrAO8tWBa3r70RQZCjpMxAyq1b01S2nw2R+kR1ouxsOCIyq7oY1hbfGCWq3DjZQq8D8O3ZHJtopuatJodu7s7q5u7PIPgHsLsCu1wFYIt0tH2ixDzfcccKllr9z9LR9pJ0tD2au9jn/+H4FQQFm5D3eDr9DYoDRnHHwsVNecNPnngsbrGhWNHb6uSsghxFAbLq+urmmNtynCAREREtSLq5eyeAawD8NUpnT8T1cQAPS0db1Kf/cYMcpfqHNwI43NrZvqu1s/1fc8ecdB6AX0LwAdeFMY9VMffs3tSO4gAHUOG+tjeaOV9VR8q1s7a4+H6YWQc5fFt0Y1TbWBt3+lr2tWlezHvhUd3c/RSAqwAcrsDuXAD/G8C/SUdbWAGduMNVyhUROh9BcOY3EJ76tRXA1rqPXnJna2f7j1o721fEOu4MdQ3sXNQ1sPPvAdwesjruhS1u4AJ7Xt3XGrNprDGhVcmqklGlMopeX7Im0Yx4rydRIiBGREREdFbTzd1p3dz9KQC/V6FdXg9gp3S0vS1kXdzM7HL9w0UIZvz4eRQMk8jzx62d7Ve0drZ/r7Wz/VdjHnfG7tm96W0IsqXDVLqvLZr1XyrXyGq8IAdkdhnzWhzjQG1jTdxhKJxdhebFvAc5AEA3d08gKHxTKe9GMH6wcKxYzCDHbO65AQQ1R4ZSh4Y+q6odAH7Y2tk+J+9118DOOxAUQ70rokmsi4tu7lbEDEqMT6QvSKXT4zGaxvrUoCqZnFWQozDzRkRgHHMoxrbS95/P/EnaT/1F2k/977Sfev8szoOIiIjoTDVcwX21AHhAOtr+XDra8vvWlcjkiOvHAJ5GMDHA37V2tpcdBjIT9+zetPSe3Zu+DuABAG0RzeLeyMfOms4OT8TI5NB4mRyofCZHw+L6WPu8ZN35F3UN7PyzroGdn+sa2PnFroGdZYfXEFXCGRHkyKn0J+rrADwqHW135X1aH3O4SsXOZeXEibGnAVwGYEOF9gkA6BrYubprYOcDAO5D9EUXmF4ENfZ82088/1zZCDNiBzlmde0N/aNd01B9LM7GvtrfQzAF2CcAvGU2J0JERER0hpqLzNX/B8Bm6WibzFiuROHR6Zqsh/ELFdwnAOCe3Zt+DcBLAH6xTNOKBzkm+lP15dqo1Xjvt8wumyJRlSi6X6xprF0SZ9vWlsXrAHwaQSbRb2F+Z32k15CFHOQAgmmL/h7AN3Kzh8QtPFqxc0kdHJy8oH2itbO9plL7RXBDHpYqWGg6F7bYQ1Z++sSOwRjNYkXqk+6sMjmsSPGPq2l5U6w/JFkvm5+9wmmuiIiIaCGaq+G5twF4WjrabsPpzeSYdDmAgwDe2drZPtsCq4X+FMHQmXIqPjQ8MzB+Xrk2Vm3coNKshquIKe5oO65Zaxwp+3qyXlET9rXptDiTghxzeS4fBPC4+rZsVBRAqSlkp81Pe1fbrD+IoFBSJVPp4l4op3Nhi33x3fH8s3EuUrHeyerkrGoShb6+pWuWxPpZZ7PZ/NfM4khERES0EM1lP3sZgB8///Ce/xGnsWrFp3n0J5EAACAASURBVBV9FUFGxzcrvN9K97Vj97PVs01q9UCpNjZuJscsAwthw1VEJLFo6aJ95badyGYLAyTsa9NpcSYFOea6AOQG9TXWODCtYCYHgETq0NCzCKYr3VzB/cZNeZvOxSR2Gl3P8d6y82ojZpAjObvhKqEbNy1bFKvY60Q2k/8Hh8WRiIiIaCGa6362GR9N3xKvqVZyuAoQzLSiAP6twvutdF87dj8bAPx0tuSkDFY1Vr919lPIhlQeBdC8oqmv3Lae5xX+3rGvTafFrNKXKmzuAy4S8xiVq8kBABg/NrK8bm1zvYj8XwA/BwCtne2XAjje27ntaGtnezuAGwAMf/DaNz33+dv/+JEYu41VJBRzNFzFWru853jv0ZVLW5eXahZnXwlnVr+GyaznDVqrGVXNqlXPqvrWgecm3ecAiBjxRcSKESsi1hix4hhrjFgn4YwjGG+pANJpP3VDtVP76GxOiIiIiOgMM+f9bGMkbi503D5sXCsAPAXgs62d7f/e27ltT2tnezOCKWefQpDJ8BsAxpc0NJ74rbfevvmuDXf3V/A8Kz5cBQAyA+O+WxsdP4ldkwOAiFhVndHvgJ/1fQAnELwfJ79aVjYPHXy+e7eIeGJgRcQXYyb72ipG7LkXrhrYP3xgm1VrLRSDEwPv2dh81XMzOQ+i6TiTghwKIAVgPPc1gWDMnkHwj0lzXzbvS2N+AQCyoxNdVc21XbmntjZZJdeed/5akVNBDRHRvenqkRNH+rdDACOiIqIIbpY1qP8gMCI42H10RTbrnV/2lVm9MDs88UJyUfWbAKC1s30jgGcBjLV2tj8I4B3IpZJVJ6oe6RrYuWlj81Xf6RrYaQDUIhjjOIzgIpoAUINThZZKH9rahHS0deTexwSCn7kb8n0CwPMADiA8A0PyHgWAfOun/9nX8frrFytymS+qoifbqdx///bBR5565nFVFasKVSuqEFWFQkU1+KpKJNNxXksE2fnsy4skpDDHG+98/QuOYy4utXHrosX7AZybt2gnAAY5iIiIaCExCG6yJ/vaaQR97URueZx+dv4yFKxDNu31IOhLTq7za9zk8oRxThWbFEB9HV+2qOmYIOh3iwACQfB/8BwQZD3PHB0avCnm6/Nyr/ENrZ3tLwD4GoL+9cMAFgO4BAASjrMPwB8CuPSe3ZsEQRZGLYKMa5t7XpX7ihW02XukZ2Xrv7Z3YGrfOr+vnQCQaLp0+fneWOZhTN5PiEAMco8iyP0PCe5MFjc2pj70xtdvF5HcYkx2d0VE4Hl+9t7v3bdfLQRQUauiGmSkq6og9z2C5+sxw2ErqjAAigqNLlvb2vfmj/1MyYkVzmlZvv3wWE/+z/AqAJ0zOQ+i6TiTghxrctOYniQdbdsAxL24lTW8u/dTurl7e/6y3LzX30QwHRYA4A2XXBprf5/74je27nv1cPkgB4CxAwPHk5etuLi1s/2rAH42t7gOwRzgJ6W9jAXw7a6Bnd/CqcDC5B+WuAWdTsqlsj003e3iePK557fcdPOlkT+fFw+9uqXneO91MXa1bVYnopqFSFGoO5v1Bh2ndAahhRZG6TlWkIiIiBaar+jm7i/nL5COttsB3F+pA5zo7nvg/nfeO6Vfe8/uTU0A/gnAu/KX37a2/KSDA2OjRz//wH1xD38VgAEAdwJ4J4CO3PIpQ2iyvu8C2HjP7k0WU4fwZDHDoRSPvvTijQhmmikp0ViNRGN17P2OasZftqgpKyKhG6nq6MGu7nj1BoFBzDDIYf3IxOzmstuqZU0OmhdnTE2OwgBHTqWDMEWFju7acPeDCC6Mj093Z9bGH1LojUxcrr4dB/DLyAuoFMp42cn3If+iIJhBgAMAHGPm7Ge8/2BP5OsAgIQb+5RnNTxIbfgYx0zWKzv28fFjT/UeHN134MDIK4dHs8MXAfjrtJ+6bTbnQ0RERHQmmcd+9iCCD/c+iWkOU7FWp1OgNAHgOQBX4lSAo/gErT8ZyKhYrQjHzKiLXpZVdcYzmb0lmkwnYDAx4/PwI38MJe8DAMALAiSvAjgE4K8ArEn7qfPTfmr1TM+HKI4zJshxmoReXO/acPcBADcD+HLY+igbLlqbBXAUwDEAxxGMV+sHsA/AFgRDHyY1prqHnip7gtav4NwuQC6tbVpjAOMaH5+4wPP8yD9YifgFRWf3e6hF2RgAgKznlX0vx7yxpozNnJPV7Kqj4z391U7tGIA3z+p8iIiIiF57ovrZeteGuz+PYLrZksU082VSE/7x7fuP5r56j2/ff/z49v0njm/fPzDYdfThwa6jD6tv82/ezy23T9/aikck3Ln7PBGH+/sHotZJSBZzCTO+F7B+5IQMTeW21SCQthbAagCJuzbcfQzBbDwfn+n5EMVxpgc5Kn0hirwhv2vD3Zm7Ntz9mwDeq6oj8XYnVQCWI/jHuhTBeLUWAOsA3ArgCgRjAQEA4z3DRePZCk0UzyddCdOq5jwN1fv2H34pamXCdeNmaMzq56xWQ980z/PLHt+fGp5+T9fAzg95Nlub9lPx8wmJiIiIzj6nrZ8NAHdtuHs7gCtVNdYwat+3FkE/ezmAVpzqazdnh9K3ZIfSt/Q9cWifP+Edy22yBlM/YCw+QWsrPruHO0eZHADwQk93yf6o45i42TEzvhfwvchMDhdBbZdIVm3+veaGe3Zvev9PD//kWgDvmen5EMVxpgc5Kj3dVdm0t7s23P293/+jL9+/b//hUulhwc5s2Ztog2As4DYAnlq9ODucLrnfrF8++2C6pPJVrE/a8WTX8ah1iUTsLMhZ/XXw017oFFZxpgL2pg40/HsA39g/+sqj1U7tbIqhEhEREZ3p5qOfffw3f/dvPvf39/7blqipSSdZv/y4cPV1ff+T3cgMpffkFpW8mbfWVrweoePM3e3U892HLii13nWduMGLGd8LjA2OlarlUXK/duqMLm8B8O2Dowd+qdqpPW+m50MUx5ke5Kj0+cX6Bz48Mrbmc1/4xjn/9cDD21Sjr7++V1RMJ0o7gN0A+sYODBwt1TAzF5kcInOSHgIAXc+/EjnLSyIRO5Njdn9wbPhwFWNM2YBRNnyg4YwKMxERERGdRealn531vOpdz+699ff/6Mu7hoZGT0S18/3oYhAFlg11HV2bOjz0KII6e4ORJ2htxQtfusapdLDopLGJiZaM50V+QOo6btw+/ozvBfysX+r3pKbUtlZDhwexn01zjkGOcAqg6sGHtrf/2efu3T4xkRkPa+Tb2EEOALgMQDo7MtGo1kZGXediuIqIzFkmx9Dw6AVRgfhkwo3785tdnp+R0O2dGEEOzxbl4N0PIHYpbyIiIqKz1Hz2szEymrryD/7kK/5zz7/8bFgj32r8Cv9A9dj+gRuGdh97VFWfiWrk+37Fb7Bdx8xZkAMAjg4OHota57pO3BuHGd8LOK4T9XMoO/OjHx7k+NhMz4UortdakCNuRPhkZsHhnuM3/e6nv3T4yNETB4t25pev+VBgFRTn2qwdjmqQ9b2KXyjNHAY5ADQe7undF7ZiGpkcsxofKUZCtzcx/uZ4xfNiDW9svqp/NudDREREdBaY9362qi7b9A/f2/jN7z6wpTB72vej5y6NkhkYv3Xs1YHImUQ0OOZ0Zm0py3XmLpMDAF48cjgykHBaghwJJ+r9Kjtji1UNO/f9Mz0XorgqPi6twipdHGjaF18AyGa98z/zF18d+PD7b3/yhusvu+bkznw7kz8OjU5VdIZDxj+7MjkAYNdze3tWty1bV7i8YfkiNF60dBdEBAKR4NEAkLEDA/3eaGYtjKREpE+n/3fslIg/ViYX5RCIZ0SyRiQrkvse4htjvGPD/cN7zP6XMl7Wy/i+3zvSn33Dj3+zrbdzW/fMT4iIiIjojHdG9LMBmO2PPXvrvld7HvnUJ37x8prqqjoAsLZ8TY4w6tty2RoZlBlmMR1zOVwFAPYc7l7VcenloevGxydeRjDLo0FQY0Vy31sA5wHoRhDbmfG9gI2+30kjeB8117fO9bWNZ4L+tueKMziYTr1i1XpW1bdq/ZcHjl1x1wYUfXhMVElnepCjCqf+Yfq5L5v3feFzL2R9fptUzOOGvS/NX//OA9c8sXP3ll//2M+3u47jpMbTAwiqODcAKFkYKI9RVZXc3K6F5iKTw3XdMQ/2uZrlDUPeeNbP9KUuQlCpuiK6nn8Zb3/rzUXLkzVJt2pJ3RWhGym6TJXju7XJCwSo3mAWP5xwXXETjriuIwnXlWOjQ4NDNr3EOMYYx4hxjOO4wTMxYowT/Pdyz7E+39oeBClzLoI/2u5Vy9baDW1tyC1zEfIH7cs/fLC7d3go/2e3EcATADbN8m0hIiIiOpNNBgMK+81R/exy61+OedzQ+48jx07c+Hv/80v7P/mbH+hZe+6qC6xvfQBPI7gXuAQxazmUqqeXk0Ulgxwi4me8E2P7B573056pXlqXrFnReH2l9n98ePgcVe0XkZbCdZlsdhWCWR3DbAdwEwC0rGh+oLG18WHjGHHcXL/aGFl6zhLPTTjVImJy/zkiYkTEgcAREefwiz2p//7W1m7rW1etOr5vE2rVSSRc+/n/9duT9zTJ3NcUQ+lU5uFDLxSe398C+K9ZvSlEZZzRQQ7d3B31j3auRb4vu1949dZPffr/PPfpT3106Sv7upcgKHA0imDe71Ux9+8hInre9dwLev0D733BWuuoQgAVBURVjSqMQh1VdaBqFHCg6uipm3vn0a/9c7a+tnZKMdAl169x017mopMHH8vsH9jVkwJQG/N8S+o5eiI0YJJw3cj0umRzzcaTT0QS7/u5N92Sv96z/vgPXnkm2wQ0lj2BI8fGAKwsXDw8niqbaWNEwv4SVnx6MSIiIqIziW7u/iqAr87DoSP72Z7vn/tXX/hG+va3tG9bvWpZA4Arc6u2ALg11t5LT9qCT376S3u9rNcQ9KeDGWYUalTV4GRfGw6AoM8d9LMdAM4Vl12441fvfM+U88geT5n+J7qXTJ7f6MgE1LeP1LY13RjrfGMYHk+9sqi2rijIYYzxSiTQ3DT5zdJzljSff826wvPZAuBmlBm2ZBwzMDaYaitc7mU8IMjmiJzmVkTC9s1+Ns25MzrIMY9Kvi+p8fSlf/jZv+0Tkcmb+3oALyF+kCODiH/g6fSEm0qnL459pgU83ysqkmqMTLn6uXXJc5suXf7C0J7etHo2PNMiXAbAE6vXrxpsW7+q4ei+Y4lDew5fkp3wzkuNp0dqa6ob8hs7xsQazqOqRe+FEUkgZpRdIKFX94Gx0bIX0YjipLz4EhEREc2Ncvcf1Q/8cFt7VVVyT96yWwB0Ici4LUnLBDlSY+NtmGFGcyZTPKzcdYuHoY8dGLzWG8tsqV+3+EqTcMp/YJejvt07cWLsyLrLzpGx8QkdGUmtsKoXvtrbm7ri3LVF7UXC+8CFfC90XPjk0JaSjBPdn7fW9jmOE3n/Y0TCftbsZ9OcY5AjXNn3RRWLC9LhrgSwFUFEFABgjFhrNezCEFl4Q0z4MJa4Pvf1e3f94u3vXH3x2nUns2CMmKILYKKx+uIl16+BzfoD2ZGJQ6Ov9GVsxr+msF2eEwgyVm6qa67b2rKy+eaWlc1Yf9NF2fGR9BNHBvqd82pWXj3lGI4Td9aUovQ2QehFMZQIQsds9o+Ols1UiZhmlhdfIiIiorkRq483MZFZn/dUEHyoODVzQKCT2RiTVLV0X1rgoeyIlnAHDh1t+sFDjzzy1jfdeDIrImI2wcTEidStEydSPgT7Ew1VBxvXL7vKuKY+at8T/aktw3t6bwVw4ao3Xz0sIo0AMD4+cbAvPRo65N6YeHX3fM8Pe8Wx3gXjmMj+fCaTHaypYZCDzjwMcoSb9pSmF1947vO/9evvuxK5wj73/WDrjje+/rpFW7c/PWCMgYjAcYw6jqNbjr68PuOHX5OkxIUkjvse/umtrS0t2wqCHJGFm0zCaa5qqW1ONtdg8NkjD3qjmTcgPO1sD3IBHOufmjpXRBK1jTXXjTrZhws3cB0n7u9XcZAjiPVkwtYVchwzkS2aCRboHR5aUm5bl0EOIiIiotNpRn3dn/nIrX1VdVUrAejYwNhjqeHxTE1DdaL3wAlfcjPqGcfoeCYzOlK6BuqMq/yPjY1fft8Pth5+65tOjfxwHKdUNoQDxbnZ4Ylz+x4/uHfxdWsyxjVF2Shq9eDwC7035S06eY41NVVrPGNDs0EcU/xBZhjrlUlvKaGqtioys3poeHS4piZytAqMGAY5aF4wyBFu2u/Liy8d2DA+PtFVW1t9KQC842233AQAb37jDUVtb/QvexXAvr1Hjhz67iNbp44vFMy68OhEJjMlqBHnAigikCC63IMgSr4ht2oMwJPIGwfpe37RxfxEaqSoGJQbP5Mj9GJ3XvOyHRNe1naP9JccgynhdTUwMDa2slSRV4DDVYiIiIhOsxndf+x9/GV72Rs2JgGgvqX+hvqWICmiYfGU0dJQ1QFVfQWA83TXKy2+XxggEBsziSGUqk45/0Qiugbd1A3R2rfjYGPDhUu2VC2pu0FEkgBgPbt76PmjCWje+6LI5t8RZKzfZNXuN2LOzd+lcWIGOfzQIEcrgiz0FgSFXUMZJzRQAQDoPT6QWb4s+jNFZnLQfGGQI9y0I8xXXn7RrrHUeKa2NjqaOcl1nLUAsKSx4WjhuogCPdPyrQfvu+I7P7j/uAIGqm7DhUv9qqV1ZbfLBQsmM0AOI/gLsAwFhZ6sZ4uCBikvc3nW+mMJ45w8kGtiZ3IY31pbWMNjw5JVN0942f7ukf5y5x2aqaKqosAJASKvvhHDDHnxJSIiIpob0+5nO64zvnTNkpSqDohIc6m2ItI82cZ1nJ6iIIfAn0WMA6ra+mu//ZfHkCtMKiJxM0NcAGZk74lbR1/pGzFVbo/N+IvUsxsKG6qqV/i557Gx4QMr6pvOzV/mGCfWNLt+SMYzgMnhQNtKbeuUCHL0DwyX/HA2Yvi5ueP7d5r733nvjKYIJoqDQY5wsd+XZMJNf+yj795xyfrzbp5ugCLpuHN1M91o8+qFRERvi5kp16nI8XUR82VX7xvo3X7R4hUnU+3cEhfFQr61E44xRelwRkzZ4SoRM6RM7nfIOE50kCM82YT/LoiIiIjmxrT6WUvWLO669var6o1j4s2uksdxTHq628Qgqrps8omqxp2t8GS/X31t8FPZhhJti8a17+07smZ53aIpGcqOEz0kPZ/vlWxW8j7BOCbyfqV/YLjkzzI3kUAYF8GwdKI5wZu5cLHfl85P3/VcS3PjtC+6QPjsI2JkVjU5wrxl4+tOrF9/wVbXOJpwHBgxcI2jruPANQ4c48ARg82NW8e/94MflN2ftaFBDrzUf2TduubWk9kc08jkgOf7maTrhgQ5Ii+Op5So1Zr1vNFEiVEzLjM5iIiIiE6n2P3DpWuWPHfdO66+dKYHMsYUZVmIwJtFIkcYp2nZoq1iRI0xECMQERUjME7w3OSWdb/Qc1ucHapqUVRiODO+djCd2tpcU3dykgPHiZnJ4Zcc1VJ6HyWGfQ8MDBcNV89nckNyQiTAIAfNIQY5wsV+X5xZFAo1pjjTQRKm5MViJj54y1ubzlu9puxc3d7QxJZYQY7wTA4osGLH4Ze3tq++6GYAcB0ndrDAs35oqt+Enx1AmWm+RKIj0OOZzHhtVfRb6hb8+HJ/VNzWzvYGBBdgN/c41tu5bbDUeRARERFRWbH72SZmpkLk9mGzjxiZQOhkIzM8hmPcm37+dTeXbwl0v9CjQPn6e6rFmRwA8FjPy1e8ed1lR43IcgBw3XjvT/6kAQU8lBk+ZEz0jIf9A0ORs8UAQC7rZMprVlVv/7MHG+UrbZN97AQAVzd3Hyq1L6LpYJAjhLhmlxiphYiFwIqIQqAQUZl8NKIQQCV0JpJYTMjwlkRD1XkILjgV+9lk/XhX8qTrioio4xjPiPjGMZ4xxjrGeI5jfMdxfGPEr04kU8MnRvarqlWrNu9RT9i+lqaJ5Ja1K5Y3j6fSaZv1e6BQhVooFIAGj6qqUATz8Gomkx1HDaqAXJuATnje+DUr1tUYERgRsVbTCcepMRIwEFlXu3RwNDW+w3Ec4xgjjjHGiIhjjOl6/uW+Jx9/fk/W813P8xzP813P813P991MJlvt+9abyGbTUHVzBZ+MW5+8tPnylcMFb8+fAvjjSv1MiIiIiF6j+gHsBOAjyCKwONX/y/+CiIwBuHymBxKRohSGRH3VcGZgfKa7LKKq0/nAM4Ogj+8j6O97CF6/h7z3Y2xs/EQi6SYUsKqqqrBBX1rttldeONiSSayyVtVaHQbwNIrfuynvaU0iOXhRy4ptRkSNGM31q9UxxhOIa0S2GDEy4WfHhyfGa0UETq6v7TV6nv/B9ioxxohAco8GEDEimS9s+s5uL+s52azver7vZLNewg8ek75v3Qkv66vVOrXqqqrJvf7dAJry3hcPzKSmCmKQI8SS69f8GYAfAihbY+P40ND/V+W6z1tV6zpO0nXdRmOkBUBicGhkZyaTzfrWqkC8TNYz1rfq+b5a3+JYX396eO/x/twtP2AVdbU1md+5+/1VYgSOMeI4RowxcBwjYkSMGDHGiDFiPv/lb6f7B4brEERHTcSXs+PAk2Op2qGDCnUU6nz1Jw89//KxI1cq1M21cQG45yxZir/74h8ITkVVQz33/Mv9m/7he+dGrd+BJw8DaAAQOt1VmKYP1h8EsKZweXNNUcHUXQCuyF9wyarVWwBcH7bfqqwMf/eVH64PW5eTQOGUueEhIV54iYiIiGbvawA+BKC9XMPxkfE92Yy3G1Z9CMRxnXox0iQiTb5v96dHxo8GH7OptVahNvgm9xEcBvb2jo8OpwZgc5+rKZAdzQwCeDh3CIn6cmrcvtpVTa0wkOB+XgwERkzuUcSBiFHPDj/4tw8FfXGF41Q5hxo3Lm9xqtylCLIk3NyjI45k1deq3PPIunN79h7sN4lgooJCL6B7w8AzR7Z6oxM3A7gszhvueNh24eIVZd9vBAGTK/MXZH1/9JXh45EZG/sO9AxnJ7Kl+vwZFL/WwuCTKx1topu7KzySiF6rGOQI0du5bXNrZ/vLAC4s1/aLX/lOnT/uFU275LpO1vP8a/IWbUGMi3k9EkcvuvCcksMzJlUlEwcAnFOunTp6eNwfPxlAeNtVV2a/9IOelsJ2nl88NWyYhFt2qqxVAJ4AcG2c/QFB6lrMprGmyprUurQ5dqDl5LmEpxGWLYBKRERERKXp5u6MdLTdixj94qHjw+5D//DjCwqX52bWW6Oq587gFB4BUHYYtxizrXpZ/TXl2vkT3jG1pwqRemlv5UTf2KO1KxcVnTdEsjGnry3Z3226dNn1fTsO7VGrpT7IOyluHx8hH/CWqKsBAFjU2njwxKG+jSWahL2WsDeBdTqoYhjkiDYRq1XE9KWe5xd+8l92/B0A+L6NlfKmqv2NzQ3HjxzrKxvkKCw25JrwWhnHj/bZr3/7/i1WFb7vw/ct2la1ure/uf2m/HaJpBvn9+ZaBIGdWEVZVTVu8GJaYzNra6ojZ4kpcTJhS5nJQURERFQZ8frZEfcquWEPheIO947Tl/RrkklPRFRVS0+TKsU1K9QP70wCeBLFH5xdDGBZ/oJy/WIxJtl85cqm/qcO9wFYXKotAPjRNTkKFd2HlJsEoHlF0+CJQ32lmoS932HLGOSgimGQI1qsi6+UmL50JjzPj5UxsPWFPbv7WvSKZEvtrkx/6opSbT1vak0OJ6TgKQAMHh92Dx84MCWy/dIrh3bd/uapgfZUKp2Kc44IAhyPA7iuXENrbdxMjmkFOYwxS+pqa4bGUuOLIprEvegzyEFERERUGbMKckSYrHdRTtm+uzHm6F93fvy248PDj2566AfX+tZG71dC+oghs6MAgHr2EgArCxbvxtQgR1o965fLIXaqEysa17c+O7yndxHKvG7Pi53JURTkyBUPtYgYxt+8rKncB5XTyeQgqggGOaLFu/iaygY5sp4XK8iRcBwrIvWNFy/dMLqvf0f66EhoTQoA8AozORwn9BhiiguhplLpJd/87oNbrLXwrYW1Frue3RsVMAhzCYBXxMg5IuKLEV9ErIhYMfBzy2wm4/XXVFfvB3LLAN817ogjblYgKiIqEE15KccvDm5nEYytnBxHCQQXYgFg2tpa617ceyD2Oa++YCU2XHHhIE7NrDI5ywoRERERzV7cIEfcG98JxP8grGzfXVUTALC0sfGGT97+jqe+8OB9G7K+XxPaOGT2kchMDoEXcvQ+BNnPk5LZwbS4teVvCapaai+rWdm4dbxn+EYEwYT8Yq528nkimZgQyEEAnkB8CHwDk0k4iVGBqMn1s42YsaHMcNEQmNetOv9hI2IMjIhAjIgIgjkAepLHxx/HU2XPNd93//xvhtcsX1njum7CdZyE6zhuOjPBIAdVDG/cosVKl5JKBzmyXrWq+iJSctiK4wTxCBFJ1q9rudYknG2pQ4OhYxt9b2pQ4F8e3b4LwC1FDU3xMa21bdsfe6atYHFPyRcxVZ3jOt6bfuUNYpzo6XHXLF535JIl684tt7Onj+96JOUVVcROIuz15Jy/bvX2F/ceiHu+MI4REWkqWFzxqX2JiIiIXqPiDkuIe+N7AkBzzLYx+u568h6poabm6k+9/V1dn3/wvtXjmUzRh2ZSOJxDsK921aIN4fsVL+TwRdPPqtVHyp9joH5ty8033XHNE1XJRGQtvPpEbf2NK15XVOC/kFW779GjO4qWL61tvA5Abdg261atLNfJLsqabmporG+sr59SN6+2uob176hi4qYuvRZl4zSaRpDjGgDd5RqpqgwNj+4q1y5hnJPHFRFTt6apvf78xVvC2noFQY7BsbHQPxhhmRwRphUc8z3/op0/fGZbqTZZ68eqySEInQ+85JCTteesjDsUJhA+9pLRZSIiIqLKiNXPRvz+I92LagAAIABJREFU1yoE9S7iKBsMUZ163OpkcuPv3fHO4401Nb1FjQuHq4h4JumE18kQxOqTqkbW9Ai1Z+/BNap6Imq91Xg1/xDdx488b8cxq13XKfXzLHotNnw4D/vaVDEMckSLF2GWuCUdUAug+MIYYscTXWVrXrhO8bWqZlnDrY3rW4sCHdmsN+Ukz1u2PPRCJCGZHBGmHWk99mrvrQNHB/dGrfesFy/IEV4DpeQPYeWKpaGR55yifwNqQ/+uMLpMREREVBlxMzmm0/+6GUF9i3IuAzAw3eMmXPf8T9z+jsyShsaD+cuDkhV5dSesNnhjmf1hO5W4QY7owqWhMllv2aGe4y9FrY8b5BAUD72ZPETkNiJm1YqlpbI5ira1NrSzzb42VQyDHNHiFR41sYMcryD4x1v2on7VFReXDXIkQoIcAFDVUntr02UrtiEvapr1pl5P3371NbcgLCIbP5NjRpHWFx996WjUOs/6scZRGjFhF8WS593YULes1PpCEVW0eeElIiIiqoy4NTmm0//aCqCxXCNT5WyFYKTcccOSKRxj2j7+lrfVtLUsLgwo5PfvV6S6hyJu+iXebII2vHBpKceOD16lqsNh6xQa94PMqD5+yeDMurVtkVkkCCk8aq0Ne33sa1PFsCZHtLg1OeLuLwug1BzSJ9XX1d4E4AkEU0o1hLVxIoIcAJBoqGpvuWrVY/1PH74aioTn+VNO8lDfib0A1hZuJzKrIIdiaqGj/IJHCsAOHhtaAeB4brnmPx46emSkMV2zL+tlvYzn+dls1p/IZPyJbMafyGRs1vNsJpu19csTg4uXNz6S204BqCvuQH2yfotAYERgYHB0rG/80EhvrULh+RbGMa9Y3yZxqjipyX0tzX8Rjetbnx1LauPuvQf2WquOqjqqcKzqON4Z890hIiIiolLiZnIYBP29OB3uegCFdeSKuLVJ23D5kqaBXT1P2ox/TUQzsVZ9xynOcjYiSz/2Mx1V39y65bmXjh65NLc4PwiQduuT4TfsEq84asRoFSsCC4gVwEJgofBt0Niqqs1OeM801tdeIkEbhcAKRJNOYjjjZV+1qr5CfWutb1V9z/qeb6311Vrf+jadTWde7j/6koWq1ckvq+sXrxp3jHkx/2QODfepZ62xasVLog/ANkztZ08+Xja5zdvfdvO2N9x6bctRc9gcO9LzskINghld3IRxnY3NV8V5e4jKes0FOVo7269DMBZvcuYMB8CjvZ3bevLafHh5a/OY5/lPnOgfjiziAwAwscerxH6vs56X2X/4ePLEyPCj5y1bXgsAvrVqVWGtqm99dB06WDQEY8niRVtMbp4nMSIrFjdvzwyOuwf7evv/7fs/ecTzfOP7vrzU04Ph0dERtWqgatTCQNWpa6zpv/Hnrt9rjDhijGMc44gRxxhxjDGuGHHFiAMR544LrswYxzhGggLLucM6CJl6apKqNt//8tOhf6g+/w//dGi0f3RduffmV3/5PVsWL2+cMs2ta5wdl7SsnzK7zMsDx7c+d/zQyUJOVbXJx8dH0mWnsk0sqj4fjqkdHUsXropMASQiIiIioLWzvRXA5TjVz3YBDPZ2bvtJXpuNTZeveKs3mnl4bP/AFerbctkXGcQrAB8rS0KtSmNDXab9A2+c2L/z1R/1HR+sdxyjjuuoMUYdY+A4RhV6U/52u/a/+tSuA/vHfGuhqsgEmdLBjb0gC0UVcjf34z3DidTh4Z1QDT5UCx6dRZeu6HOr3ZcRfLDoAnAgJ/vP7uTjhetW+U2L6j38/+y9d5Rcx33n+/1V3ds9OWAGOQeCIAIRSFDMFGXJpmXJ9NoKfrK9a6+OH9ei137e9dld+9l6XL/1sdde+zhp/eQ1vessB9kriU6iAhFIkAABkASIQAQih8Hk6enpvvdW/d4ft3umu2/d7mpwYIGc+uD0aUx13djd1b/61i8AomIRsrxAN81UobjvyPFzD5T/3jRvqdiwdNmC2msOlQqe+Ny/Tyxw1iIE5e/duj4xx9jYv/Q8gJWVbW/euDQeatUFAEEHjgFISbY6Q39fj2ptyW5kxP8qCXTokvw7Zo05J3IA+B0AtcLFoQXPPDyMmQF557yezlfa21o2rFq+8CxAHlUPQOWHP7JwFPv+Zr/Nca3vdbEYFN68dHH09fPnvh143XYzrF6+8NGS2FDFqQNnXjyw9+iDpm0q4WzmdO+innU2x/J9r2EFmFqICARc4Tg5VBVCkJWyrQxRLTr+4ajCE7LqPixZvzg4c/DtxgfQHKXINC4ZksPhcDgcDkd9HgLwNzVtYwueefhlzIgey/yObNbvyC5tWdBxHsAw4sl+2b6utLf9oVcuFFmxzQTYzktCMQVR1PrE1u3baduOennbqnjz0sXcmevXHjPvFAMApsUFHZj1FuGJHEnR0NbmWNxoOHeo9cIeGB8XGxJWNkBkNw9hNvdjRlS7RCmIpnP89S2ZdxfiUrjmhKslaosh1OBsbcesMRdFDtO3K+EbpTUzEXUSkTFcpIz0xKznsVBKqw9s2rL+9fPnbN3zAADMHBJRwj1OSLtz1JFu5vNQREopqRpOIC7rpQFwu5/ty4XFpMghjbk2EkRhMiSw5OpWhS9kVduKTcvXWYkcnJrt28UJOhwOh8PhcNTHZGd3A/iOmrYbAECCVia71yBoHMrKTLTLY8FMQRS1Xx8be3FRT89DjTeIaWBO21WLMVcVSWDOy5mkVuQYnswZxaA6CUWrYGbjfIXBCQNckJi+ZhJEnX0dJyaGcnXvZ20IfQ3O1nbMGnMx8aht6SarndkKCGhC5IiUUvM6OhZ3ZFsO224DxCKHqV16dolDtG5K5LAt/TUO4GEAjwJ4rLe1Y8rUyVbkqK0UE2Py5PCq+rV1tS6SvjzeaP8qiEZTXnIDr8PhcDgcDkd9rOxsNGEXkyBbm9M23wUBwDfePNJuew6AubLhNGQZKsOW52jMy2k4bI3IMTo5aVyAJCLb+03MnLgWNohXgqqTqK7YvLzhPGJoeKxeH2drO2aNuShyWGVz1pYqB9mLHPY5OYIwBIAH19+ZSAxRD53ihWDtyaFuichRRYefNV5TjeNF+kENbm7Myc+xZ9jhkjsW3Wi0/zohOM6FzuFwOBwOh6M+tlVTboXIYbdCWQpzPnH50jal9WXb86jvvE124o62m19oc6W/5FGpOsh6OJebZ+zXnPd+8n4bPFAqw1UAYNmGJXcjXtxMxZOy3vU7W9sxa8zFcBU7kcNSQRXCWuSwVifDSEUA8L471u/46pHXx2FRDgsAWOvQlPdT1CvFUoGKtA/gIGLxS2ImwVG5kkmZ4XxYnNeeaYkQh9OU85VoVGdUJgDbKo+RkZ7xxlqHq0QmT45kSI8vvMT7cteDd267eOxyDnH27WZx6rLD4XA4HA5HfWa/NCxZCgiWIgfreHGMARy/fOn05uUrDFksknhSpgsPhMjm6MHo1LjXnjmEGVtbIg7d6UdsR0sAxUtXB4tXB4avgQEGe+UFPQKYS4lMOfa6WF+5/0IYpNm4zQgIIYCWygY23FtBoup98Xyvdf6K/v03Lgya85YAaFCuwdnajlnDiRwp2MbCCWFddtX6ixsEceKJjOe1LO/rO3BxaOiRRtsAAKe46TXhyeEDuMeqL/MFAIts+laSdirWnhyGcBVT7W+TJ4ff4nf1L+/bPXhx6NG0/XN6rKRTlx0Oh8PhcDjqcys8OWZV5ADP2I3PH3l93eblK6w2q1dQkWCXNUQHqg2GXIC1KKX3KqWbtrMjpdLmG80ICAlPDtMcozZcBQC2PL5xwzf+cHeIlPc3UnVzcjhb2zFrzMVwFasQENucHHQLRI6wIibjQ1u29dtuVywGQ6Z26QkrTw7W2vocNScTEFkdI6V99kUOz3jNWx7ftB714kV16nU5ddnhcDgcDoejPs2EWluFocy2yMEVVfmGc7mluULBKgfe/K7ultQXDRN+47EtF1Fx83M04wFMhQnqkBQ5DHk6JIlEW2tn68Ku/s7UspMu8ajjn4u5KHIYE1/WorW2i4UTdtmKS1gN0mFFfaVV8+ff5Ul52m73ZonZ3pODrQcXxfrmRI4U8UjaixzJjpyM0fHIfM1tXa2LOvs6Xqlzfmk/Um7gdTgcDofD4ahPvom+gVUvYScgWFNjN+49edxublBvBdQy8ahtTg7c5BxNCpFqnwsiu1h8w3zFZB9TirBz9wc2L07bsdGOn8HZ2o5Zw4WrpKB1smKHCZsa1hUEsLjnUaimByEiwo5Va67sP3OqYU1tIcxJM4W09ORgu2sGAJ0uBtQlTHFTE8kKMAqxkhwiHmxDAKoYhlMEOgdAUxyjqT3yhoYLIwUGa81aMbMezY8OT47lp1izZq1Za+a+tp7oU/d+t/iXP/Nk/saFwd1ZP8sZ30fWzyDj+fjD/V/O7x08kkVc8pYqHgLNrUw4HA6Hw+FwzEXshIuZvg0rnFCdiftNUSNyvHL61D3fcfe2cSKqmwNPKZUuElhXV7H25LBabK0l6/l5AJ2m16QQgVaqZfo8mAPWCMEcMXMIjQjMSkJeJ6KACEqAFBHp4cLksCzm39DMSoO11lqfOX5hcGhkdFJr1lpp1krzEw89Em5+4GHZdS1zenx8Iut7PjxPIuNn4EnBQ20T0dmRgd2aNSlmYmZSrIVmLYoqip7aeDNX7XAkmYsih9Xgq7VlVuPmPDlMbnkR4gl9eVKvKz05AODxTZs3v/r26VMAGKCICBrxJL/8zBQ/jwAYwkyiUAbA/fN7cp/6xBM3PE+ylAKelJCehCcFpJTkSQkpBUkp6Yt79uooUp5WWmilSEdaaM1CKy201oIVC9YsXszvG8jnpkRJGKGZZxDAVPp/KQEpExgCBN1//8o+pmkRoZzYVHCHUP33ryiCyANBlqqcSNQkPlq98c5LDy6+f1VlWz7MXzg8+HpVQGVBBSde+OM9Gyrbtq3dePa7P/ltawAAm5NvxJcu7t0lRkVasqTJlHaHw+FwOBwOR0wzIodduIp8R54cXDqORnxumsFVC56RUtnXz5/b29fZuVxprSOlIs3MSmtd+bgyMjwE4OXSPjUqbO1V964Z62jJ5oQkFkJASAESBCEFkSAIIUhIQdfOD4yeO3zxJXDJdubYRo7/X7KLmUV2fvtE59r+E5ixlSsX3lDRVvkaDQ+MHv1Pn/1toZmJNQtmFppZaK1FoRDkEdvWXql/Bgbvic/+u98stGQyqyvbfmX/H48NF8bvrmzb//XDh4r5oCq/SP89Hz7w0NKtOx/68a2JNyLUUfDzez+feXPwUtp79adpLzgczXLbihz0oWU+gI2IB5HKgQSG/wPxlzyDOGlNtvT/2udM153zke1v32PYvurwYxOTo+Ia7WUwtGbBmknHiqNkZmjNkplFMBWMYcaty8NMVZLyc2XbROlvr6K9/P9paiu7dLS0zHtwx8bzgYq2N7htR2GYvnd0tJ17dNPGVQ22BQBceONCrlBIzcxcSQTgTpt9lmlf3rOHCcYkqiTIByjbaB+BSrq5ESU9VYTBw6YYBXU9WjKybr6j2/a74nA4HA6Hw9Es9KFlywHMQ2zT1bOxGfGk2MPMxNhoZwtftvXdt3xvyn6mD116LgJoRfUEXtT8X3SsnjfYsabvGAiCAA9E5dckCAKx7S+CkSk1fnwgh2r7ujyZB8oLZ5z0Hvni/pf7AKyvba/hAICdphf6Vva9srC/530NtkcxX9x1Jn/2wUb9OOIAwIZG/aq2YS6MnhzYrIvR/JQuASySe7LWpvwbifkSGcJfgjBM9XaRJBod29najlnjdv4wdQF4bbZ3Whyc3JXtb29YrWQyX3hlMl9oOFix5gsA7NIyW7rlRSqZoNkTIgga69jGHpqTiTnT8KS0dQlsTlUnClqXddf78bDynAkNIodJ0Ch5glQRhGHdz3uo6l66ixN0OBwOh8PxXuLnAfzobO5QhyqAvc10DsCqRp2EL6cQL3zW7+cJH4DNQp3JLk5PKlpxiLQX2LIso5CJ8OyU/dmHkJcJRwuv6GKUWr4VlrkBFRtFjoR4QaI5kaNUtKCe0OFsbcescTsnHrUtQdUUTWQ1thMGqCmhyMotLwyj5EACq2RBaSKHdUkmaS9y2CYvAgC0Le/eT0QL63SxGvSDKEy8L4SkoEGUrHpj2rYSX9Z9K2nBMw9bi0UOh8PhcDgctzm3wtbONJF3wsouhq3NWa/GayXMJoPPxsZL7aM1W52jsKsFUFXm1q47RxOnBxt5fljZ+FoliwsIS0+OYhCk3gfTomQNroSsY9a4nT05monps4Ytc23AVuRo7gtpNbhEYdKTwzIjcorIoa3fZ8+7RSLHkq5Gtb6tRv1ARSZBw+DJkfxs3xgd8j//xhf2hzoUgQpFqCOpWfMnNnwgA7B8+vHvXvZj7//IOSLyCSSJ4BPIR/wee6duXLqpJFAOh8PhcDgctyG3xNaG5iJk4xBkWNrFsCwNa1rgSsFk49vYyukiB9uJHCTthBjWzYkcaio8oAP1QINudp4ctXHzMIszJJPCx9eO7R8f64oOBCoSQRTKUEXi0XVbLz+x6f7VgoT8iR2f9DwhvS+f2n3i9Nil7Yjve9nWtlbHHI5G3M4ih6262xSs7ErDwl7kaMa1yq6EbBgZRI7kQGLAOMB+qz05REbeICkaVYex+mEKDSIHDF4gJuGjEBT95y+8eF/thh/f8H4AgBQCcuY0FGo+A+sXLG8DMG5zng6Hw+FwOBy3ObdqQbFAErMpcsyyJ4dxgdJmTpTahy1Lwwpxa8JVioOTNvfIUuRQyXKxBgFCGMJVzg1f6xg89nJV3pLu1o6RJzbdvwEAlnT0AwCyXuYsgP6azY1VYRyOm+G2DVfh5y8xboEbXRODhq0w0Iwnh1Uei/zUVDJchazUzXcsctwSTw4iG8HqpkUOU7gKYHSJS7QxADar76ZztvnBdjgcDofD4Xg3ULgVO2XNtvb7LHtyWM9r2gxt7yxcxTIeXtiH1DQXrmLnqW4nciiDJ4fBSYaEYQHWIPaYct5Jc9iOy8nhmDVuW5GjxOwrzPYih62XSzMTXztPjiiphZBdygrjAKuZrQcNT0rbhKLWLmU6iBZwnGyoHlaDeaiSyUMFiUSyKCKj+JR2H0yfM1ObEzkcDofD4XC8V7hVnhy2+30npWGTGJLOp2Cy8W3mB6lzA8u8oyD7xKNNedt7bRmbBUWr+x2pZG5AX3gmT45Em0nrCVTy1HxhvDxnZztmjdtd5Jh9Tw57ZdTK+8FUxaMOdoOLWeSwGT2NfRj2A6XvW3ty2MfNMTxoPtugl6XIoQzlYoWHpGeJ0RUxJRmW6YfB1Da9z4LKLy6o/GpDH4fD4XA4HI53A7ckyT+Unm2RY7ZzcphsRJttU21Vtsy2KkwuEcYdWofNAwC8zqyNQGApcig7kcOQk8MUtmPy5PCENIk90+/L0ZFD4ujIofttztfhMHE75+QAbsXgq29BQlFBRWietcFFGUQOS++21BASZo5MeSpq8Xxv1j05AEAVohtee6ZeCVnbxKPG94UZBYAlYnEiYuaCyMoxIoogKCJBEYiUVjqQnmTE90oB0NfzwwVBwou00oEKtWLFxSiMGCwjrRBphYgVfXjlB3+soPISwBIA3wfgfwP4RDP3weFwOBwOh+M24VZVMpzdqim20Duy8d9RTg5rTw7L8irNenLIrNcowT9gvdha7cnBzJBCArFHelB6jjItfpGIroAQEVFEhMhv8fMAjpaOpQDoAhfH9l56fV/EiqfCggq14gvj1ycB7Ko8zrKOBZmjI4f+G+L35zsBrDs6cujOzb07Ttmct8NRyZwTOdhcNsqEdYgHEQK2c7GyGsyDMEwoGoJiTw5mBgMKzJFmDpk5Yo2IwUopXSDCBWZorTli1ooZmpnVRC5fBCCYmbXWWimtZ54ZSimtlOYgCCcBDJYOaxqxCQC1Le8ezsxr21tqINSKMARRaiMiEEmRq3fNGenJn/vOH3494/kyIz3pCSkiRKNjemBByVtGEuD5IjMBoB2xmu4BkMzsffav/rwcXzn9PvTdu9xw9jQFoLWy6TcOfmEYwLx65wcAH1v30SUAKhOofl8uHF97Lnf6wubeHbckUa7D4XA4HA7HLeLWiBzqWyVyWHtXE2sOSVCl2DE9Pyh5ZUQoLZyVHoqIxhHbxqrmoSOlJkZGJ17XzIpjtNasmVlrZmYdN07li7mO1fN2x9Y0gQQxCSr9HwARkSBwLCZUekHXzg2o6kEABC2ut+j6gcfuHbjrztVveJ6UnpRSelLM6+2+2NHeuo4IEkQeAfKbQ/uL/+Ptr0yU7kn5gZr/454Pb/9Q7TFOn7tydXhkYnNl25jO7X7u7N5GlV9Q1KEP4F/VNP/U0ZFDP7W5d8et8TpyvGe53UWOm4kVDBAP2gHiwWlacQQQkRSDAF5DPChxxUPX/F1ELHRUtpkhCgHOYGawAWLPhMoBSHz3+z8w8Oj2ew/70hOe54mM78tvnjh4/u9PvrIOBElEAkRytFWs+5Wv/O8bSmuPmaXS2guV0sxcrvhRfpQHsjEAQwASg02Z//BHe8cBdFnfxQb4XS27/Y7sw01s8mq9F4lIPrz27q2VbVPR1MVDN4aqlAoSyOAdXAczh6gROVATmsLMIRElVP7KvCJKq+JIMLR/NBj+GoAvHB051Abgq5t7d/zdzZ6bw+FwOBwOxz8jN2NnKyTt7EoxIALhWqndZF+XhQ1GbLvuQbWNnQx3mCiORLnibmYAmomZqeJZMIPATKx5vHN9f0BEAoJE/IyC35HtBCBLIkj8oKoJvGRmNbjvfFQKEyHMlDUFALSv7Nnbtqwn1e4dn8jfGJ/Ib017vZLWJVZmrNUCXBkigtfmn4pywR1pfVYsX9S7ZdO6u2uahwCsrGzwpPRxk5VOTJ7nhoq0AQyLyUqrKi8XZj5BRHcDOHh05NAfAFgP4DObe3fMrjjmeE9yu4scRwFMYmZSXx6M/JpHBvGE3yv9P9ULI9PTkgOwzeLYBQCJhJYmSNI1jtDQTeyOZSv3fccDD2+vbBuVUzeev/Ja1YAUQWNiaqp2c4H0WMBuAEcA3Fnn8LPqaWBbKquCuvfHVAGGIExCQ+IzS/GAGsIixMiUAPXtC9dOF4NwUGuWkVJtC/p7zi2a39sOYBlmPm+Zp77+2UmAxzVr2dvSde3fbv/4wxQf/IcBLN/cu8M2n4nD4XA4HA7Ht5pxxItQAtWr9uVHpuI5W3pIxNVJTBVKAAB+V0sbgDUWx98N4JFGnYqDk3umrow37AdBp7vWz19X02q7yKfB6aHTheu5VW3Leuptb1c1xZ6m52h+V8tgPZEjCJIJRWEqDUtWeQCNlOziKqJIM+J5iof489NTKATHTpy5uIGZPdbwNLPf19HJr6w4MMZgwWBvW//do61e60Pl3Wzu3fFvbva8HHOP213kWAHgntncISvrxKNWAgcAkLAqkYogDJOJfKT1W9Bo8Gw0IM1uOEXTGgeWIRas2s27S74vwpBDhJFaDrcIC5FDG0SOicmp5YVCsKL894VLA8u6OtreamvNLqzsNxnmfZR+KKdyN9aOFCZemdfa9T4AvQBeOjpy6D9s7t3xQqNzcDgcDofD4bhNuHfW98gcWs757RKKvrOyq7aFBAQIEdg8N+KU9spd2BynCexzA5Y36MoGU1fSX6/NtVHCUC725kUOYSgeQ3GulC1VB2V9LAiiqgXQQhBkIo66y3+fHjvbvaVvU/nP//PoyKEHNvfu+D9u9twcc4vbvbrKrJe2Yq2bEXbsVuaJrPoVwiAxaGRk02NYGvUHJLKuRW53sJtzFHs77QWjJwdRwiOHDf0AgFJEHF96YaufzXdm28Z72zqHelu6Bvpbuy8tbJt3bmnH/NMruxadbJGJslsiNP8QVCVs+tvTL5QFmyyAnQCaCd9xOBwOh8Ph+FZya0rI8iwvrNmKHObF2yZy7FH6/WicCPRbLnJ4HdlU7xoACENbTw7j9NB4fQRoSaLgCTmRkd5IR7YlFERXJIkLUoizvpRvZTwv4Z4upUycq2ZddeDxYPyuUIdvlP7cBOC7jo4caqrqjGPucrt7csy+yKFSPQFMFGFxj0gKq8G8UCwkBpJ/Rk+O2Q2laN6TAwBG0l4gIDw4cHgfgwXAxAwBsL5vwb0ZEASBBCGOpdx39RXiuJKKV3qW3/zx3x/vyXaTJ6T0hOf70vPPT54eBjAf1T8Uk4i9SqY5evL8W6OT1XlRWSc9PlCjdp8aubi5EAXHW7zMXaWm37G9EQ6Hw+FwOBzfYm6JyAGD1+w7gezLrppsfPtJsaAQKVVSmLmRWPItD1cRGbm03utvjwyMff3c0ZeZIbhka9+7ePXYvNaO1zETFi+WdvROLuucdyb2wCAPgFRaBZ6Qw6gOZ3qZiB5F7P0ee8CvQRZxFcJpzoxcHzo2eLnqXMjwvmjmxPt8YeLi1Nru6cin393cu8O2CqRjjnO7ixyzX11F6WZFDmN4RSUk7Dw5gjBKjJyeNNaJruUKgI02x0iHVJNVX+vCmm9mME+991KKfEEVajMvR770E59RDZ3IvzG/vUd3ZrpqgyVN70uizZfJsrlas2kQTSjgw4Xx4SUd/eU/5wEYNWzncDgcDofDcbtxq0rI2oocVrYkleqXWpA2r4nqvAYAyF8Z382RTs/78c/vyQFYnHfVCRAtka3+BTUVrjC+3u4tzIfBjso2xXo3gKqEqZ6U1wGsrWwT0juNZCJU0zUnhApJybK5REnhyhS6Ph6MV4aOWydidThu93CV2Rc5dFOeHFYKNwmyUhWLxnAVq7GLAPTZdKyzh9n15LCsB17D/QDeNO/O+OPhsdljJOE5o1hbCRow1AjPmkQOTqaChkHkUKzKJ/g0gOuGbRwOh8PhcDhuR25NWU42LhSZsBM5bD050kNTGtrzOoi8eudj4clxK+ZUTYf9dG9ceC3tNRVhpCKAAAAgAElEQVQlbVudYmgbMN0bqzZhFjlMnhymtvL8YDeA32p8mg5HzNwTOVTDQaoSOzc+W0+OILk7T3g2A3w7gLesziUFmu2cHHxTnhxAyg+ISb0FAIZxNSDRplkl2gjGhLCJH96M59+0J4fS02rPf0P96jYOh8PhcDgctxO3ypNjtkUOW0+OtIXMhjZwpqc1gqBCaofGiUdvRa6IpkUO2eLdl+1rO2x6TaukyGFoSsM0Z7Rqk6b3j5L305SfjzGdS/EhAP/x6Mih233u6rhNmHPhKtBNiRxWwkATnhyJNt8uXKULwLFGp1H/1VkOV1E3LXJsBLALwGNV+zN7coCZQ8NAmBj0Ax2YPiuJkZvj1QVd2odiIBCgHICriAWQCEAkBI0gvufl/gpxLfH9mKn5jsu5GydXdS8+XtrfagCHzJftcDgcDofDcVtxq0QO25mz3YRVJKvtpXDTnhyZntZHZdZLDfUAAGaOyFD5r8StmHzfVM6UzvXz54WHLl3TRVVVvURHKunJYZ4bmGx8k4hjDFfRmqGUCjWziqIomMwVgqmJqetacaS1VlrpKAjCIQAnENvdGoCSRKOI8/eV7WxWWucBPFfqVw5XvzUeSI73FHNO5GCts010tw1XsRrMgzApyHrSsx0Ub1ZUUABCIUVBRXoMQASCIlAEggKgiEgTIQKRliQiT0omQVoQaSGEllJoz5OKGRBCMMDIsZoCsLd0DK55xqaFa8O+9h4/0lE0WLwhiQiCAAJBCIHro6PfuDEx/oFyf83c+wff/PpupTVpZmjWpDUTfciLsr6XAVgws2CADl07V9Cs2zWz1KyFZhZ/sOuFG1eGhnxmlppZMmvvZ//Fx0YynhzCTIIk/7//j7+O3jh6SiCuiAIAbZ3r+rMtCzsWV960ttaWASTzoOQB3FfZ8JUze7781OYf/uWbfG8cDofD4XA4vlXcmsmitg6BsLKBm/DkkMwMShZjsayWmFwcqyFEzdyJmRnMIRiKpJgAEBGgQBQRoAikQFBEpAhQUgi1rK9PSxJaCqGFENqTUmc8TwkiJiKWQvC5gYH5b1+4chUMAYArEv4zM9DT0RXtWLfZk0Q8MDUQalI+gRDb2wRvyYri1764px1AZ3nDM4fP+dfODuxmzaS1JtaMgc3XRpeuWbxPaU2RUkJpTZ1dbeOcwSFmlgwIBosbZwbHXv3q4bc0s8cMwcxe7/zu4vu//6EbGuzF7exfOnkZh776BhCLET7ihKTtACpza8Brz6B325I1lW2hUpdQUxwg4mh8c++OD1q9fw5HBXNQ5OCWyj+JKCJCGD9TRESKCEoQRYViOATgLGKhoHJFv/zMADQk3QCwr/R37QPl57OXLw3/5K/+4q5IKQRhRJGKMDQxpkZGru8FA8wswEzZjpbcg99zXzcRBIgEAeL60OjolatDbyJWUisfHgC6+67Vi6QUI0TkkSCfiDwCvFLMm8T2OyWA6drTaSztnLdrx6JVjzXq99blyy/88Yu7U0umPvvJXziwpHv+TsXqwp+89UcJVVwz4/97/p/2Xh0dKe+j4+0bA4/W9ssFuREWLb2VbVcmhi8zUJVBenhq/EgxCtZVHUOrYUBW5TLxPJn07tA64YnDbFyFMLU1I5o5HA6Hw+Fw3C7cKk+OSpFDIRYHoor/KwCRjnReF6O3WbMCs2JmDY3Sc/lv1lE+GAUwjrLdbbCxy89jJwY0MQQzAGYCM7yuFiZBp6GZmJmgWbQt7xkXvuxFLLQIAKJzTd8og6eISIBIkiAPBEGCvMkLo8cGXzq/HTNCh4d4Ek8AMu1tLS2/9ks/NS0o1GESFkUNmDn86Z/9zb7J/JQx2ebOe9Yd/bMf/OXNAPA3Z//65Ylw4v7aPtuXr3rrV3/jjyWANgAoThbvKU5Wv+WvHT65+1w4VpX4f9ni/r1LFvVVJSidLE5NBWG0vqptcupqQYXzq3YohSlkKDHfZEMiVzaHGzk723FT3O4ix5cRVxYJMDNAhqW/g4q/Kx/l1wKvI+P1bFn8NyD4mBmM/K0bV1/PZPylFEu9ZaUxwaE3Tg9FSq0xvVaJEOJFALWVQRJcHri+5/LA9fTMzSWK0dSJbNbfUNnWkskcRFwj2rxNGO7ubmlfn/Y6zBP0ZCdLD8N5XZ11B51Ix7W4S2VfEwgifPrxb9vxX/72r4dRJ1uy0smEokQU1uZJIkp60yhD4qtMJpl/w+RWyfaJmJoJf3I4HA6Hw+G4XRgF8HOYsZ8r7epa27uybdrW/tmf/pHvXrpk/mfiMA7yiOCfuX5N/eHuF8qVQcqLcgmCkfz1ibcGV1uc59uIQ4IbEg5PTaDCewEAwvGkltO2rOcQgKqJvN/dchIp+dXaV/Z6xRuTZVEkgdLm3HIGrCbtROS3t7fm00SOQlCUM32F0WZdu3rZ+nu237Xr4OHj6YuXBnNXGyooCpFMHspaJ65ZesZKOMlcGyaRw5zc1dnZjpvithY5+PlLzwN4/ma3X/DMwxkACS8CpfkGGXzZaiFKJqk0IuidZCZOYPriiwauepeuDC7pvrOuMGylXpQTEGlmvffiiZemorBjflvn2I5Fq6sGSClk3fMJVVQ+XupnLOv7besXLznw1tUrqYNvZBA5YHA7FJTMi6IN22b8ZCUVVkmRQ5tdLU1tbvB1OBwOh8PxroOfv5QH8IvvZB+fP/a5R1DjXdvR0pKBxRyDhHVp2FmvjMjmCjCpdr/MegtERr6qA3WvcX+GCX8K0/dlYmrq4N8dPiiU1uJTDz2yjIiqvI8zGS/1WopBcXo/AiLVxv/Y93zbxoOHj08BaDWeNyfnJpp1QtAQBvFCG4QdKY1lI5NtZkHD9D7T5499zntq49OzWyXS8Z7nthY5ZoEQ8cS06gustbbKVkyGibOxn73IYRV7aFIyG4kck/nCOqXUcSnlXSldjAPg2Pjkm0IIv7OjdT0A6FLVlFcun947Vpx6FABGC/l9ifMx1LeuJNQRAwChfrKoTz7w0H2//42v7b06OrINQEft60ZPDlBUqzcIQ14UpZMpozMZ3xCukhQ0TCW1ujLtAYBXM9IPPRLaEx4/uGR7e0HlfwaA/LNTf4JQh22Iv1d//dTGp/fX7sPhcDgcDofjPUSutkEKOdu5NpqZr9hVJDFXgKk7kW5b1q1yZ4dTdmf25FBa6xeOHX3p8Y2bHxJClOcjUaTVld/+p7+/YyoIukrbX5Y1669SJkOsyxTDcPp4IsWTAwB6ezrn/+D3f+eBv/ji871hGK1LdDB4bWjNSZFDmjw5kouy0pcmocLkyZEWmnIIMyFN5dCkf/f5Y5/zEH/WFiD+PIw8tfHp/2rYh8MB4D0ucgw8s5cXPPNwHjWxb1oby5ImsBY5ZPrgUoNdklFODgaCRMP3amBwbHDxwtTIj8RAOTVVvHDyzKXFANrm9Xbu6mhryfat7MDp4WsvDU5NTOfH0Ky965Njb2jWWjNrzazHJvND9c5lvJAr3+O66nvG81o/8+1PPBxGUfF3vv4P3xgey32g8nXNyXwZRBTV+lRMFYo9tf2UIddG1iBywCCGsKGk1hOr78/sWLihSsHvy85nAD8GAJGOrgIoJzD9V58/9rmPP7Xx6d2JHTkcDofD4XC8N0jY1NIQ2mCC5DuummLC1pPDJCDUtftbFnbekzs7PAig37A/U/gFnv3m1168ODT0yMG3z766qn/+5Efv2bm9xfeD3/va81FZ4ACAyULhqpRykEt2tmati8UgsfhXZnhidHpuU0/kAICHH9i28+EHtuGVN4599X/9wZc3M/OSinM0iBxJT46JodxE4vpMnueecb5iEjnSPDl2GNrvRpxXcA+Acth/9Pljn9vy1Manf9DQ3+F4b4scJXKoFTnYGAKRwJTnwdjP3pPDSrE2eXKUEojW5cr1oa2LFvQWiKil9rXjpy4EE7mpUcwkK/VREcozPDLx2PDIBIIg+vsVyxZ8qHLbqSi8Z/+VM1UDXhhFr9c7l/MjV/m+FVsAy8+Y73nZtauXbBp949QJrXlBi5+5LAjaEzLxQyIMP0JKJe9ZpJOlslI8ORLnY4pWCVRU16WPQCHPqC8LABxP7MThcDgcDofjvUPCJpO2YSjp5VhraUbksLLxU8rc1rX7SZDnd7ccC8cKiUT5kVLy5//yz4cxk4eknPPvEQCYmJq698jFCzh2+dLbrZmMyBUKVTn/fu3vvrxDc7UHxeDg8Jtp53Jl6PoCZtZEJBqJHGXWrVvesvGROy+8ufvEEhJ0HIJCrz2TuF+mMJQoiEz56xLihZRGT47k+2cOVwEzh0RUu4+yd06lHe4BGDDtw+EA5obIka9t0GYXtQTCVrwQ1tVdbzopUaNwFQBQSndNFYKX2lqzD9a+pmO1NeHtUMt4Lt+FpOKaUHTTEoqWGSvkyjfF+odJEPG61UujiaHJNz/z7U+kJmg1edgIQYlBOlLGcJXEe2oMVzEIH6FOihxEM5+RVq/1+mQ0WZkDxuXrcDgcDofD8V7GZJPZenLY5tqYdU+OlDK3DRc3O1b1Lht5/WryhdgLO9WduozSenWuUEjEvNQKHAAAImVOBwcIEprBOQJ1S8uoHyKilVtW3H/qwNnDHZsWLJVZb4Gpnyn0RnrJECSTyCE8YZdrgyGZmQ05EouG/uVjdyH+vJXPz9nZjlTswife3RRqG1KSDSVowpPD9lxsRY6EJ4aNJwcAXLxyw+jaZivYmBIQmSCqfy0b5q8q9bNW6QFA9XS1b166Yn736eHrL+XD4jXzsZMiB5FB5NAqcc2+Z8h9ZPLk0DpxH0wiR7ffO+1quKpzde1nrZlEWQ6Hw+FwOBzvNhKigiA7T44mbMRb4clxUyKH15FdQ1IcMb1kc9wSdkk06xRA6O3sHhMkugFAkrSy8SkGj//QI+v7F/Qcl1K8AYOKYkqiKrzkZMfsyWEsIZtWUcYkSNW2HcSMeHQ34hK8ZZyd7UhlLnhyJEQObcjBYEKQnTBAonGllhK299tjzVy5XyHIquTU2Pjk3Vrrc0KIVVXnaHmKptg8M/VFl0BF0/dOkAg1a4uBKFashaS7jw9dxvGhy+rR5RvOdre0Vbn0EZLikxBJ4SNSSZHD8ww/BAaRI4oUq0gVtNKhVjrUmtXQ+FgxVNE5pXWoWUdK60B0CoV4AFbd2e7LAP4QMyXWEl5EDofD4XA4HO8hEhNVabkwB0HNihc2drTVQiYro8hhtW3rkq7x/MXR2uZZFzkIZLBQY8IonD6etIwOEqV1TC/jtd+xZuljAHD56uCLl68NPVTZz+jJIQ3JZA05BEkYhau0e5MrLTyXSxRHY4X8ABGNKtahYq0kiattfvYQMyvNrFs8/7gUQiP+3L1Y94Idc5q5IHIYSotaenLYemhYaxz291spXfSEnPbokEIkvDvSGBqZOD+/r3tVZZutYMNggVjVrRx0ynXSufSsAIwQ0dlSGxNBCxJq8+I1LEiwkMgrVm+AmW9MTgRFFXgMZmZmzdAAs2bmuA3MYDB4bc3pyJcvnTqfHylc1FpDlR55hEUS2KWZiTkWZopBqAEMI47XIwBUCIJRAAcwU6NdtvZ3TPbfv+ItELySUOMhHiiHESvCGQD+udNX5GtfPNiCCq+aXS0vtv3uPV+avq+CBJ/9v/9hnOJkSLije/2zW+Zt+z2b++xwOBwOh8PxHiAZymue6CY3FNbhKkBsq9ns19KTw7jeabUI2rq0a3v+4ugkqnP+NXMtEQEKREoQBURQQogiACYiRUQRCVKZ9sxoMFE8g5KdDZAWglgKwb4vi0VV9ADmi5evTRx+++RrWmtWWmsVKe7r71XLViyg2ExmBsA38uOJucDihfPuO33gzDfCQiTBDGhGjijKnbgxoDWT1hqsmYqTxQjAXszY2aLkWZ1BHBkgAEiSgvvvX5EF4JVyrkgQPBVESgjRCUE+EWVA8AZfOs8A2irPZ9fW45GQYllF0w3MJCM9AeDp55581i0iOhoyF0SOxIClzcmGEghRncinVFVUQ3PIjBDMETNHbV6m2L1o8WVPesrzpMp4vpJS6oznKc/zlO952vc8rTWPfPPVVyZK51R+lM+xfCwGwN97x/vD9pZWXwoBSQJRpPQ3//xnJTMT4sk9gRlgiNLfAsyCGWLk4KWWD/3I44dF7DImAMg71ixdysznSn4n5cl97XP580AVfxvrakspsHPb+pWVbRnhTf3Cw0+V+296e+IUAOClyyfHEcfRVXINwKJG70FRRw+cHxs8OjQ8bqxLXheiXQB2VjZlWzJDJMX6mp5nURNHSYZ4UubqEB3Nmvade+31h1ZvLyeg+g4ATuRwOBwOh8MxV0hW2IBlGEq6J0eE6kU2BcIo4oUnBZACQQNQRFAAaRA0CJqVHoDGfpTsaczY2GWbmwFg04JVI4tWL97lSQlPSPjSw9Dk+MiB88d3o2LBrOJRnsgLIYXo3rTwCphXgEiASJbK4VY+PMP/PQD+xvUrdEd7a/m1dG+WDasGAFQtAD649I7dfW2djwLAF07/GQDgD7/y3Mi+/Ue2VfbrXdyz58Hve19qfrsyQgh/9dolHUe+eexuVCzsTQ1O1tkqhpmLqAlFkVKADE4fXtY3zQUSghQz15YA3oAZL54NiIsmnGh4co45z5wUOZa0945/aM3drxMgCCSJICgekAWVVvgJ8J6/GPLfvHT0GhjlZJwe4gEui4ov9foVq9q++FufX9roRMIourDjU9+7olE/AHjfss03pBDzy39HSulwvGCVQyUKgSunrr66bMPS7eU2IrINWbHNG5I4F5USkkJAaHAjsc2L0rJmxaKtUaSOjI1PbrE8NwBApJKH8KU03YRkGxmSZhmSQv3s3//Wmhc+8wea4v7rCyrvt8g2uxrtDofD4XA4HO9uEjaUEEJu37z2MBFJxDa2BEFSedJP5BHgqUjx11699JaK9DrM2NmVC2/TC23z7lnGaYkyKxk+eOllVYjua9Tv/Xfs2P0D3/mRqiop//Dmy7sOnD+eqJxiItPT6gFoyi4tY8otl0IyMb4hEanve8l8GamBLklWbFp+H2u8cnTXsfdZbxSTYeaq+UXp/yGSni3J/BuEMHE5nBA+FgJ4CUC5qMJGOJHDYcFcSDya+FK1+pmOrPS2ZqS3xZdyoyfkBinEOinEGkFihSBaSkQLv/0D73u/J2UesSuVD9NkGEAQhVb3UZB97KHWulj5txfHwtkOinhr/xnrvjXYfiaKtQ2KdYpolkwKiplyUA0hIn/NykVNX09oKPkqzaXbk9VjKNnGhhjFt4cvL3vz2pmXKprskkk5HA6Hw+FwvPtJ2HNEkL7vbfc8ebcn5WYpxV1SiPVCiLVCiFWCaBkRLfJ8b/G6e9fmAXQgXjxMXWhjnVjhNyPsigbkp/IJOy/rNZXHcguAc81sUEZrbWsrJu6H5mQuEc+QVF9Fqqk53soty9/nZbxjzWwDgNicAsCUUNT0/tl4cgDAfMzkWLSrnuOY88wFkSPxZYkqkmI2QgjRcCAKQzuRw1D3ORXN2vQlTwgLaUyNT91TmCwO2vavwNaTwyg6MHPifhEZJ/5NiQGelFszvmestpJGGCVP0TMlTjJ9D0xJs9h8bz767I8/WAiLZwBsBvBMQeU/18x5OhwOh8PhcLxLMdir9pX1pGdefUpgKXLYVkacCoqJhbAmRQ4AON/sBgCgLas8wuQ1bcgl4vteop/WhpK0DVi2YUnT8wattGluYidyECXaUkSTOxAn+QeAn/nIlz79Gx/50qcfbuY8HXOPuSByJL5ooaHqRhrCUJo0ub+orjAwEeQPvzV8YfeRG2desz2uVkmRg5pTL723XjnVrCIL2Isc11PaDeedHMRM/epBRLR86fyTzWwTqqSKvaSnd91PPPHhfTXNiWsuxVZWw2z80Vasxd8f33O29OfPw5W0cjgcDofDMTdI2KbURMlX4RkXnxI08OQYB7AbwC7Z7lvZylOFQsLOy3i+dSWBEpvQhJd1GdbJBUEDBQCrahttw1W00k3P8dbes2YjgFwz22ilE/d73eol5z1PHqppNnn8JO5DneIQm9pkywDisJXvAzDRzHk65h5zISdH4ksVRnYix/mLV88EYVSbJCdBrjAlvnJmzz6lNSlWMtKKIq1kUYWe0kpezw+vzIVT81JcsIxEWhkGAwoNXmqpXD55ddmWxzdVxsrlEHuDaAIigCIiBARSABQRqaz0BiX5rwkiPVbMLWNwWvxje0p7iJpkpaaSr7iJsI6+3q7Hurvaj41P5G9cvzE6fyKX31ivvylcRQixqL+zq1aESAoalGxjTn5fdi7fdOJPf+CXvayXeQTA7wL4jRbZ9laja3E4HA6Hw+F4D2Cyba1FjitvXS007gWQJ94GMIR4gbacCLScuyML4FEA8DtbdhcHGifNzJtEDtn0GlU/gP0AyjlAFIDxUuWUiABNREVBFBFIEZEmgvI9eR3A4dK5p+X1EACuAuirbNSGeYBnyDfHStsuWk7T0p7t/+C/fnzkwpsXX7x65jomBie2o6b6SS3KsCg7r6dz25VrQ3ujao9qkydHVJt2hFknRI7vWfvBPR+744l7T42e3/OfX/7tLwD4q+eefNblv3PUZS6IHElPjuT3x8i83u6+TMa7UijUF4VDFXkvXn5jR91OaC5cJYqUIeyDIjQhcmil1wxdGj7Wv7xvIwDcs2j1qSWdvdvrbeOR99YPrP+h9QDwky/8l5cu566niRxbTY0MhLUjbXzeia43lTPEk3LjvJ5OzOvpxPhEfvfJ0xcf4hTvE5MnBzNPFMLgCqp/NAzbG1wtDZ4cxSj0WvzsutKfl5zA4XA4HA6HYw5hMpKt7d2+pfPE8JWRhv2EL5YgDguuCwmyMpRNIodJLGiG9mz2jf/05PfWtbMB4KtnjwRFFW4HcLpOtwyA4dpGrXXiHFPCVZoWOQAg25bpvWPn2ofu2LkWueHchb1/+fKUitSdaf11lPTkyE8VzymdyNOXtPsp2aZV0pNjScfClhYv27qlf/0Df/2R3/6kS/DvsGFOihymqhsmOjvaerLZzOlGIgenhDGYEFIEWumGCncYRSaRo+kv9cmXTw31L4/n85obl85lzMTw3btws5IkX5RCsk+SPeFxXNJW8sWJq21DhdGdhj2EtflZU0J+bjYx6jRdnW2Pbr5r9b4jx99+wPR6GEWJQX9sKn/i1577cu15J8NVyPjdSPxojxVylV4rTxdU/lfd4OtwOBwOh2OOYDKSrT05ehZ2N/SYBmCqumGEhJ1OMVUsJOw8XybDPizYgdjDpE8bEtSbIJqu/NiJuHJIZbnbMgyDrazYTuTgmxQ5KumY17Hig59+/9Tzv//NM1rptaY+SiU9z988eV4x8/21XWv7EVHCtV7rZNKRiWCy/N73A/gUgGetLsAxp5mTIkcQJcMY0vCkbCwM6CZEDk8UbESOSCWzZkohQluBpszo9bGtKlJF6cmsNriA1cKYuZYfuut7Hvmhu77H2O/LZ76x74+O/225bvXM9gxVW4MmJVzlHYscANDaknkgm/GvFINwSe1rJk8OQcYEV8n3j0yeHFUihwIQFKMg1KyHGQjBzJdz1793fe+6v2jqIhwOh8PhcDjenSRzchBJAkWVNmUawhNWNjTbJuu0FDkKxWLiuBmZFAss8AC8CeBRzXbJPivs4oWlRxrP1zZo5sQFGsNVmliArYfne62r7l5x5ezhc0aRQ0fJSjFEUAbH86RIZUgSy9WZVQMAQaCComY9yMxhUQXf/7Hn/u3/fO7JZ60SzDrmLnNB5Ehk/W1GKJBSNhYGmhhIpBSBjRQdhGHiuELIsMl8nQDQ9fbr519ad8+aB69Njk6t6O6v35vtktFmpC8Qn0zVtWvWkWBiBqtSpRWdkV6+oILRUh4QDUALopxmvgBAlxRtrTUrpbVmsAZDMThiBjOzBqP0X9bFYhhN5gtCc0zhem4iNzRxGnEHQDOYGSeuh+HuMLtbKYUwiigKFQ0MDevhNy6/BGbBDAFmQR6Nyxa/yJolK/bBLFnzWO+OpT4RPBB5JMjvbm1Xf/nULwa+lBlBQgJoZeYln/i7n6wUrX4ewF8+9+Sz9nFFDofD4XA4HO9OjJX/JFExsrCPpSftbGgNq0ktCbJSOaYMIod/cyIHACwDgDCKum6Mj12Y39W9ol5nQXYhNahNWIG4ugozg+NqshGDlZeRqr2tdUwIUlIKJYRQLJBr97OXiEgLkCKC1lqrKyMjmpm1Zlasobs625SUQiP2Ipn2KLl6fZiVii3twMcI4sSuiXM68sKxyM94V7TWpJUm1kz5fJFZ66GynQ2GgMANVnwEzB4zJBhe+6qeidbFXVcwk1vF375gU/QjD3xYCRKSiDIAMi9fOSo+8Xc/WZ7ALAbwEQBftryHjjnKXBU5rAaxsfHcUG4yn5Zgc5o0kYPjablmzRFrDrXWigQNIvYCiCqedem57JqmTl29MNLR1XFQs9aaNUdK6XVrlo8Oj40OSSFYSslSChZSQAoJKQVLKeF5ElIKeFJCSkGe56FvUY/qbOv6x+uT4+3HBy+/pJmJmUmDSTOL+KEFM4vx8cnJn/6Z35xQWkvNWmT9zOV8cWo1MwtmlprZA7NkxvrvfPpDQ0TUizjcQwKQXz2/K+ppbSPMDFj40a0f9ea39vdU3psXr+6bhxp3xv1nTu3+ymuvPlpzG/cAeKSmbS+Ah8p/TE0W9hSu52r74MLwZfzZ6ct13rkSAc6pfLSqpvW61+pXqetakMh6ftU5lwbgSjYBeALAPzQ+sMPhcDgcDse7GqPIIYQIoHRDG3rw4tANAOsb9Uvz5GBmgBGCOWJGxFpHAG5gxsYu29sKsb2tAUS5Qn5keHI8p1hrrTUrrfXFkevDj9618SVJgj0pWQrBUggWgiCFYEmxfS1IQMZtJIWAEILOXL92cc++14Jf/9yfZ7IsLmmthdZMWmvSmoXWWhyWYcoAACAASURBVGhmwVqL1t62UQ0+zooFCNeiQK3g+DWpNUtW2tOa5Z333yFWbFo2gdielgDkqZFrdGrkGhAnJs0AwKJF3S2/9kv/V3fNrTmJkvhSJlcoDP/X/X87r6bf5Z3b1i8hqhaHLl65MQxgHgCw5IsAlsJQlXP8xnjd962CV1CTZJUVXyWiKk/sUEUkhawKtfGFVyv2/DScyOFowFwQORJudGNTeX304oVdWmuEWkEpTZHWiJQSkVIUV0fR1EXt41/8ld/uzvr+QSmllEJIKaSUQngkhBREUhD5xSicvP9ffnIQcc4GiZIaWfp/eRAqT4ZHUd81DQDwC//4vyb8vdl7Kts+9dFHXr9r6TJjws9GXJ4YPjSQH99xeiSt8mtMYaowOJ7PTbt7TBULYzCUsCqhUFNlRSPptsbmXCAhakQOX0iTsm1qqxpkW5d23R2MTh0Lxwp1q63UwfQ9SLSFKsyaNpYkIsVVCZb+PZzI4XA4HA6H472PMXHd1atDB4ZzuSwzo7S4BtZM8f9BpcUzmooK4/PuXXaQiAQIEvGzR4AHongRjeCPvn51KpoMhjGziFa2tan0XA4pzgCY3+ikzw9eu/Cx3/+5Ko+LLctXHPrEAw81LCRgYmX/fBz82msnrl4b2dCo72S+MAHgrtKfIYDVpn5a6wzivB2VJHJt2OYCkUKYEsIuZebQUBxh+n0lQct7ti7eO/r61YdQm3jPnuRcwFAqphAFiTZPJC7vkY986dM7n3vy2QM3eS6OOcBcEDkSCnOuUPD/Yt+LxmSVtXzX3Y/u3rxgTW3ynCqEEC2oKfFUB7vSqYZasaFqMiFHCQKF3Zm2nsY9ASETA2Cqe2BpUKxqi3SylJTmZBIhGO6DJ41jtGkwrRI5iKi7e9NCb/zkjcPBUL5hVmsDpkE/0RYqZcylIoUMlKoSOb7tI1/69KLnnnz22k2ci8PhcDgcDse7BaMnx8hYbtNILre00caixbsGYJHFcc6g5FnQaJcWfYz59EKlmk7WWQodUVrraOXyRaNnzl6y2azSLk49pgqVyQZO9FdsVy7WE8Jox2rmoqixe4kQVM5E/I7sw707lr48cvjyPTU56mxJ5t8wiBxBFNmIHADwAwCcyOFIZS6IHCaF2TrmLkgmDU5ARMYV/hTshApOejCEUZQDcKm0D0Z8HeVQEa8n23N2Y++Gu0p/+wC8kvuZf3782uVvXji2ptFhmxE5wMkEIabkpoqN4kxi2yZEDkM1FGrvunP+Nh2oA6oQTbHSnL84ujTKBesM29diGqwT7ynHST8iqklK6pEMAoS1dcStM4s7HA6Hw+FwvEsxenJ4Qtot6tmWm7UsDQtbTwOD98Opa1fp//mrL1wGoCmuDCiY2WNAIH6Wd65ddqa7q30jZjxJBADJzLz3wBt3WJ5j5bWkzsW0SlZSgWEOo8xh84ltZYrIwZoDg2Ud1TpTe63+/f33r7wQ5YMLHGod5ooif3H0AXC6UFN5GMNxE23FKPlx8oWx6k0zcy/HHMSJHA0IDYqigVkXOVgbD9uKmvi6qm1YXyeiWrc2AMDCtnkNMo7GUNKVrZ4nR+IHzFSmVsN4MYltfXN9ciuRAwCIiGTW2ymz8cc609s6NfzqpUEdqEbXbvqBTRMpiqj53kghTD/kLQ2O6XA4HA6Hw/Fup5xTrspe86TRNjJhJXKQvchhZ+MbJuZKa4E49wRgKA9S6nMBNaHaAEBE3rzFvReunblu69ldJvX6VWTMIWgIV9FWIocQghDPQ6r2oZkTC4+1nhzT7YJW+B3ZFQCQ6W2F157ZNX584LG0a6gguTejyJFcXJZmTw5nZzvqMhdEDpMbndUAuKCj5/qOFXeubNTPEMdWj5v25IiUqptZWrNOPQ9PSLG5f+0uQQRJEp6Q5AmJ0t8kSZAnJAkQ/SOef7DqTNJO0ShyJENTTDk5SqXFqtqksbqr8b2yrENOrR1r+/ZbDL6m+0bMrImo6vgMhLW/Gr7w3lGNeIfD4XA4HI53I09tfJo/f+xzAWoW/KS9J8dhAA0nybMtcjCzyfZrOC/SOr2U7Xc8/r4r2UfluBAEz/MgpSApZZygNP4/CSFoz0uHiy/sOVjeLD1cJdKma0m0aUtPjhJh7TG1NogcIFVnCjBNprd1O3lijCNdm/i0FpMnR/LkVPJj4wvjIqizsx11masih9UkuRAFLUrrCd+id8b3gyAMbb5wdp4cpgLT2pjbYpp6iYc8Ib0f3PiEjdIKxKp8+bORPsJx8lqUyZPDMIpJIQcjHS2rabP12rCOmcz0tj7s97QeCUenttTpZvbE0VyEpNaqNuYINXlIUlwynRudw+FwOByOuUARNXaPL6VtHjmr8BIS1vkuLT05jMJAQ/uSzXnmAADbNtyxoNXP7Gy0j3Vrlu2qEDlSFyi1ssvJoc05Odpg8LBB7OFe5QXBhnx6RHY5BImoq3fr4v3DBy/f16CrrchhCLMxzg+cne2oy83Wg343YVplt5okjxfy3V8/+eoVm76+5zVO3hFjN+gbvvhKm2NYyjDqJh5qRtCqvGepx9Ta6MmRuD6TyHHv/B3rW2T25aoTlMZfMNM1WV8LEcnujQv6SdJEvW4wJ0RK5hwBJz5PKSLHzSRlcjgcDofD4Xi3kbCNpBC2IsejsLGNZ1nkYDbakg3nB1obKwbGr5mrCSbw/KpDp4erhEa73lRdxbSPHQBeBVBr/xry6ZnCVci62IFs8e9rX9W7x7Z/GZPIEaiEwzQkGV29nZ3tqMtcEDkGDW3WngCF0JhPKYHv+bYih9UAaPLkCBuEq6zvWV9PkFkBYBzAWxaHr5y0p4erGFz2jJ4chl1IIdt2zN9+f39L366ZNuMg9o4HNiJa3L1p0WsNuiXeaOakoMGGHwJfGAUu50bncDgcDodjLpCwtZvw5ABSKrRUQoJsVQ47G183H64ipTgyr7crtUTsrgvHt/zDmdcn8mFxf7391CTar+fJYStypJ33TgA3AFwoNxBRUuQw2PPNiBwA0Lqka7vIelYLw9MwJ97TIIoSdr8npGku4OxsR13mQrjK1wEMAFhQ0WZ13ZKEvm/VRqsJte95trGHViKHSVqIVP0kqBnh11b4qIQAdJUeRwCkhm8QUWASWRKnaKqkYvA2MXlylI6DO3vXP9Y1ee2Vs+Nvb5aiWqYnooAISmseQaw8dyN2T/OEEMeJEBFRREQaAMIwuiftXP3O7CPZ/vaDxcHJtD77MFNvXQCgkdeuCCI6x8wSDAGG3PvkvtGWlkyB4x8UD4C3af6isS0LFg+W/waQYbBzo3M4HA6HwzEX+FMA/29lg2cvchwBsL5hL2uNw3oh0zRxrjs/IKLI92Rq7gnFug0MnBy6KrYvWpW6H9+vqhaSOllXkdGTIzEvSfHkKLMGwCiAQwB2EFA5mdAAikEUTQZhNAiAMr7XBwBdbW1jE/mpo5JICSGUJKEmClNLNLOxLDARdfRuXXx6aP/FJSnnEQDYi9jOJgAUThT9oQMXD4AhOA65l7wol/vsyt87wWCpmT0Ge0ExLBx68/QNlKpJlu6BhyfrXLVjzvOeFzkGntk7seCZhx9BPPh+HPEXy9qTY3nvggds+mV8a08O2+oqidF8ZCxXvD4wdEkpreKH0pHSSmutlVJ69GxxMOtlX4tUpIMw1GEUcelZB2HIoYo4CEP++GPfNXj36g0jcXVZAoGYqPQ/EP7NR3+gGERRS8bz8fKFN0ZODp7bCyICgUgQgYiIQA8t3Dq0ZumyVyUJEiSEIEErO5eOzW/tOyKIhCApBEj8+gt/kv+J1/77WQYLZggGE+JnCUAwYx2Dg7aWbLRz2/ocgGwpmWsGwL3l63/t6JkDQRjtBODfu/WOuyrvTRSp8UNHTte9p+2re1EcnDyOWEJSNY/7EVevmXkPwqQPimZ1XLO+s7JNCjEEoKqCC4GcwuxwOBwOh2Mu8EuIJ9I/A2AJAHhS2i3qAcOwyK8w654ciL1za4oHZABcRmwXasSezbr8IKKRMFKvg1kzoJlZg1kzgxnMzNDMzFejsfBHt+x8oWQbQ5BgAQFBApIkVtOl0dEnwt2+54OI9B8d+ookIoKgkoUNIkGiZV7H2MfXfyAQJIhIkEdCFHWQGw8HJwig0l0RYRRFv/v8P7VoraVmFpqZNGvJzEJrFppZRlqtmgqCEcRe3YXSPRcAWs+eu3ovAEghjt6z9Y4+APjXj3+grTPTurnyfv3e17+65+LQkFHkAADhy21eR+aVKBd0Vty38j1sB/Bg1QaaoYPqadHk2GQ+0GGVt4yGHgAwv+ZwrXA46vCeFzkAYOCZvW8B+OSCZx7+jwA+DGA14klpWHoUESuMCvEEWANgxZqZuewpoDEzIU78X/V6T7bKzk5VVKwKoa+LUTcrXgqgp+Z07MJVomRt7Je+cdB/4Yt7U0vIAthks+8Pbn5sV8+GeY+mvf7rn/nsRQDLAeAzX/zFXZeOjT1s6vfAmq0vL+uZf29l29K2FeOtXluVl8hkIbgWqGhNo/OKlGohoo6018seGzD8gBFRw8+y8OU6xJ4s1ssBtZjykMAsXDmRw+FwOBwOx3uepzY+rQD8zuePfe73AHwQwENaax/AG4gnuQFiWzvEzOSXS48RAM9jxrY22tt+V8syEP5/9t48TI7jPPN8v4jMqr7QuBr3DZAgCIIkAIo3BFrWYUuiR5JXPsa2bNmyH2mt1dg7O/PsXPLY47V3VjvjmdmxPOPHQ3vGXtkeyyNbXlqWZYs2QBAEARIEQBAgARLE0QAafV91ZUbEt39kdaOqMrIqurskmez48SmiKyoyMzKrKuqLN78DHBujyzHpsuoysV4NxkbUe2XMJaS5iMRLeIY8Gm5a1RLHavfLLW6oAUBnmC/f89E9mSVONy/ZcuTgzscPAECkY/WVX33OasNyEL7+wNq7626sVXRl4MXB8bW1bRSQuTE26pqCYAQZ5VcZt8Ne2FLlUZBo7eZNFAHY7TiW9BhM2nuFiGzClbezPU1ZFCLHDIO/eOQygN/4Vuxb94Wf6Olb+e7GdhPrCVWIrqtCNBFPliNWZtrE5qouxZvQZLHNJl02ag6ZpZtSjlqGPs4u5DuC7DlEaZVO1mmJs8kFbr83zNx0gm4hcrSc7IhoaW5F58l4qrJl6d1rzumyMlMXhx6HPfmUFaUtta3swpWffD0ej8fj8SwaPr37sxGArwH42qd3f7at+179iwc+mF/Z9fnGdjasdDm+pqaj4XiqUoinymVdiMsAtgDIvHFWpTH3WqYwMRci1bLa4qxBH4og0wY1bFKvEShlVAuiueRYzPYo59v2tS1svSGXiJXOdUvyU1MV072s64Wt928R54+83me02eE6OGPSlSLJfn7ezvY0ZVGJHN9iirZGEcqluWWdS3PLOoENSwHgWQCbmbkEw1d0RY2q6SiOpyod8WR5jS7GWwAQ6/SCn6x5d+bO//rFf7XvyNkTL/zHz/2rhzO6zC7k80EuU1lRWqfLQVlmxWb7qNu2hYsh0ayCYpkAW36WJwCc6d21+rGkP707XJJHfmXnm6Mnb3SbilrbYnsAgNbpPCSw/2D4rM8ej8fj8Xg87cFqZ5OgIOjKbQm6cls6VvdAl+Mboy9dn8kLcQPATQAFJN4eS5GIH70AAEbUcLsxRHLjakEGt2YjnvjiT/b/f5/69Ynejm6bl/Xs/pPQccSw59pI2baCRKpfdR8R3Bb+mSJHrR3OSNvzUjT35MiFwYn7Dt67IfzuQMtAPAoAm3dvVC/82YuHR6+PZXqQ143BWIQdu43v7WxPU7zI0T5cVUoGACLqhKRdQVcOQVcOHasTsZmZIxi+sjLXO/rIzn2Hzg680TEwObw60vFmuMcjNmVseqL3qa/994f/zWf+xZV8mNti6TI7ATbz5IiNmydHh6vIwWn1FklsZAlAsOuOTVuYeUhKKXat2HqmrCq5UAYqJwIViEBf6OrXgoilEEaQYCmEGZgY15xkb94L4N3UcAlJiB0r9q2/OPzC1VW1CnYWxljro08BuITk+yRxO3mpx+PxeDwej2fhuNnZos6zd3310cgtADc+vP3xwZvx6KVLI/3LJsvTmzkRQWI45AhpxVuj1zf+zvE/vfxzB3/UOsqG5xEsi3a2iBxNcr7NV+TgTz7xnme39K3aSEShIBqojmUNgJk8dgqAXrGkZzI3EhwnIkMgQ0RMhDgMAlrdt2zZ8mU9DzYeTEgRPPLRBw/+ze8ePl6aKj/UanBsscWFEHL3zi1vCEEBEaQgETLzpMO5ehYxXuRoHwXHfk1VUCLKQdKdua6Oif/88c/P5ruoqCj+ypk/K/3FiWeOXbp8vXJrcCQoFss5pbUAkjg5KYURgowQkoUglkKwlIJlIFlKyWJljkQgg6nR6ag0WcJ/+JvfKb5v74HLzIxIx7MD29u3q9yV65wAYO7fcOfYJx763udyMuBASg6E5FAGKEZl6sl1jgF4CbcX9WK4fKswVhm+xIBgsDCsuz6+7z3R993zxEUppAhIikAGUhv9ZmeY3ymFlIEIpCCiwfKtyksjx6aRTK4hEYlCXLnyt1fOPWCY82G1rnhOhsVP7vnwfY3XbuuypRUDU/fD9Atf/sMBAE29NEiKO7u3LH+2cHksFW7UiLFUj0GS/Kgx50h3q315PB6Px+PxeJxwsrNJOCV+XwNgzU8/9P1vvOuu++4AkvCMm1PDg1enL711Y2K48ubwdfSPDeamK6VAGS2kEJyToQmENLkgMIGQLIXkxD4OOJQBnxu7VBxR473MwNR0Uf351WdUeBqHDDM0a8RGgUDY0LN68ofvevIFVPMAfuKh74kCIYPEzg4gheDVS5ZzIEV04tZLNxlMqCbvN2wEEhtzpkpJCGDJf/j4z13KBWGPJCGEEEIKIQAMhjJYL4WUkoSs5jUtdYS5UiBkKIUIJsvFiZcHT6tAikY79lUAdd4X+3ZsnzTd1ChUPAugqf1MRHj4Iw9u+Nv/99mWXjK20HUiCnu6OxrH51rwwbNI8SJH+5hu586U0XVf8nyQC+/YuLnrvd0PPvJepIRSJ77+5unJ2OjemefHo7M4fvxsqt/vfOD/PA3gfgA4eOfe5/Zs3vh4xi4PA6gryapYjSmuTzK6ZsnKjpUdq+5s2HYQQH2GZhkP02h94tHuMP/YB7bde/aZK+fWR1qtAADD1pJaIKIIXK++N5TKyiS/sjtfuDzWsp/WVk8OW5svIevxeDwej8fTHpzsbBLknFejHFVmw7OJCOt7V60uYqSzr2fpkvs2OKeRmOXLr+tDL90qPQYAXZ2JGfjMtWOpfsvyvS/98F1PztrPP/noh4eQrh4CZh47OnBsueVQjIa8fnvWb99ARI37qCDtyXIFNZVJlnX2LHti86MHTg2dfr6ky00rSkph1SecvLW7l3VtEFJcMto0LUSQ4dVtW696O9vTFO9S3z5K7dyZMsrmoragfRKRLWlmCs23805Q88LkNv0g1T9RoFOk3dHIntEolMGe92/bM92T67gKANWM3ZYDUyrO0PWcRV46/ZpprW2Chu06+FhBj8fj8Xg8nvbgZmc7JKKf3WGlbLMRXe6NWQmEdDLUNetGezfLVs2yJRsTpgJ2zwanZPmCRG7fqr2PLs8vP1TTnLoOGWsC58XJkhU9N1p2shcDsF0Hb2d7muI9OdpHy5IlVdwmQJOaAGFgDZVwRhA5uXZpc3shn5HRuBlpkcNeNSV1fpJEZk4MQWLzd22+e+z4jTdfGSxO3mvrQ0SqcUp2FTmIaGXQnbukClFThTlW6WSrmKPI8ZvnvkhIzj8AgE/v/mzZZYwej8fj8Xg8ixQnO7tZIs9GSlHZloSzdQmRDIJsM7YOky6TmmWfZwk2qbwhDFaWm6G287PdrAMRYfeKXU9cmbp6pH/6urUwQUZqQGeRY+0da8TEUPNUGszsKmg0fX/Pjp2USG7m5wAU9yzfv6A1lOfthxc52kdbRQ4Cpb6Myjit1zORJBw9Ofi2yAHHGfs2rp4cKeFDkGz6eSSi5Q+t39FzcXTgCDM/hETJjhmsGFCFqDJU1pVpzUYxszbMOhcEg0rrApIfrT22/QoivaKn58YHPv7+16hs+oNAchgGCIIAYSgpCAIEUpCUklatWm4API/beUiC5fnlUxt7NlwQJAJBFAiI4M/eOHzgya9+agS3xYwAAD15x74RIlqN2z+iTwH46Wbn7fF4PB6Px7PIcbWzAaAMB5FD2j0v5l1GNhSB041Bg/qQDAIpW+J+zM2TwyZeOIscM2xZsvlAb7jk7Pmx1yMGF5F4g0TVfVUIdIUImkAKgCHQlGJ9prrfjQD6Mve9e+P2BzbtOBwEkoNAIkzsbARBQEEgKZCSwlyI3hU9V4lICCIikJRC6k/s/MSwIBESkSRQEOuYn/zqpwaRXKMZW1t85I6Dzz26/t4DqBeIVgMYanbennceXuRoH9l1p+txEjm2r9yYShChTDq9BDODmdkwG610NDY+NVyJoshoY5TSWmtjYqWUUtpcG7gxUdbxIAkiKYU0xhhmMGuToI3RypjCw4VxdK04euqNc/Hv/vWXS0VdOFyJYpSjCjMzCqUiypUKfv7jnxp/z97HDleVYyIQQIjBeBbVJwTQsZunx37pwm8eM2yEYSYGU7kYjb9y8a2YwaSNEYaNyIfh9M996INF3BYFpDJaPXP53BLDJsfgF7UxTzBw4J8++xuHADzRcDnWNV4fGUqggt3VpxcA7Gzss3frtpMfe/DhBwFscnlvGglIHurNLanbL4MuAlhh6T7jxTGDr/Pt8Xg8Ho/H0xxXOxvIDv+o45Hd++oqDHJyk896c4+ZuTqGGEm+Nw1mxczKMMfMrHVZF1WsL4BZc/IwzDBVQ90wszGGzbrlfSORrowzmC9evWxevXWuDOL+KI4QK81KK0wXi1i+ZGnpex78ni5BAgQCVd1UCDBEiUJDIBIk6Qf/2z8uj5embhlmwcwwzGJ737qRjiB/ShkltDGkjBFL+jomlFAXmDlgsGRwIEmej43aj8QzeQmAPQSsOLj57sHefOfWmWvQ17Xk/U/eua/uulyZGJo8M3htphjA82gicqxevnzywH13OZWSbaDYEeS7ahuyCk4qowOkbWtvay9CvMjRJnZsXQcAh4gItx8gkfw9y8ae5SN3rVp/TJIgEiQEkRAkhCASRCSIIIlIrOlYlwph+MIX/6v+5kvPjSGZgCWSL22I2wvnTjRfqDu57+FTuAlg3TMvP3f0P/3plxqFhFl+6gM/8lJX0P1A1uszjFemn79VHH6ktm2yWHxtpDi+q7ZtOqJbSDJez0KgqKLjmclp5ryBROA4AuBRNHEtFKIuT0cZlmRNF27e2GaMuSmESIkkLhiLKB6IwDr7MqAaXvATr8fj8Xg8Hk8T/vH7fmRnLggOBUJi5iGlpOrfFCR/U1lVotefON8hpRBCiKqRXYVIVG1vSUSyp6u7zma+NnRj8Lt/7pNBJYpyzIZipcNIxXljzEwlk5mbcFlcgeVmWiMP/NhPPnu18NZjAPDIZz96QxtjK3OLDz38njM/+V0/mqomaOPiUP91bXRdQv+RwsRJAHtr2/Z0bx3v6szXjdGwehPJjbnZ6icMrD909fzwYxt3vrays6fOXq9FUF020kcBzBYvaGTL0r6bcLg+FlJrF5FE02s0rAGUUTZvGm9rL0K8yNEGnvzqp+TK5b0/4NJ39bJlR/uW9D7Sql8QpN2qLt242g3AlmXZFaf325ikgkhHrqOp2105Kjd1eZshtCz4CelcH7Z64IKomShzAMBJAHciUZ5TCKoTOe4DkPIAmS6X+872Xzt03+Yt8xM5OO1iGGZE+TCzasjb5BMneTwej8fj8TThg/c8sh9pD94U0/H0pQkMNs2vNgOTmUBNpZGrt26MD42NZi7o20VtoT4iobIiSMpRxTlkXIC0xdXF5gHeLLecQP3NwL6j/Re67l+9+cTmpX3W0o6WfHprAAwAWNvYd3VX79Ks8bcgZOaZfCu1RKh5/wAgNtp2k9Hb2osQL3K0B4Ma9bMZGZNLeodsUl/SsamJLlvfOaDg8EWvRJECgM58vunkWixbEzalsMUoCkG2fafGVnXNm7m2tolrP4A3AEyisSQtABKpiitPADiDRPCYZbpUmnfpGra8V1meHAAGQhGOSJIxgwWBRuZ7XI/H4/F4PJ5FglPyfNtNtCwMm7p9XrnV71SmdqFUosrsGIUglRWIU6qUnddpGYn2U+qJwzokRr3nQ9fpwavvmqiUDu9ZtfFgo9Ag0gUK1gJ4CRaRIyeDudflrcJgTUitHWI0iBwVFRGAswAKSM4/D7/eXZT4N70NPP2Rp/jJr34qgkOyIgNXkSOdrNMYs9CSv67ZpmOgfZ4cgUXkILKKHFmfx1QW6QbuADAM4DyAu2tfEES2MaZ+xLasWj3va2ssyaLCjDJim3q2Ldu2dH3tXYLh+R7X4/F4PB6PZ5FgS7aZYi5VAQ2bOnkhUvG3pQJHKarM2ohCZBcFKEcV53Vahr2bajNzFzkAgC5PDB2crBQPP7px54FaYUPYKyOmvM67w/w1IppX7jsA0KwjQaJO0CBQ1Jiw1cDYCg349e4iZKGLZs9tnCZfh8mlSlrkkELOJemSDScVvBxVFAB05TuaenKUoorTudg8Ocj+2WuVRbqZt0UfgK0AXqhtzJj0U+Pu7eqct5dMhieH9bulTMqbcN6lyjwej8fj8XgWCW4ix9yqAtbZg/kw921ZF1WiaPY4UshskSOei8hhFUusBQtakDme0XLh4Dcvnz2pjC7ePq71pmWqbUmuY0Gey8ycGpfNe0UZbXsPva29CPHKVvtwKm1l2DSdXfb3PXC0O+zO9+aWrm58TUrp5DnRBFeRQwNAR655uEq54ubJsSy/hJC4rhkkEy5z4ka2uaFrVszdzCTW6senE8BDAA4DOAgAJITteqfGnQ/Cq2HxigAAIABJREFUnhb7zsRYBKmsMmLKqEaRwydD8ng8Ho/H42mOk50tiJqubbqD7hP7+vaTICE6ZMc9ta/lw/xCRQ6n0OdKFM3a14HM9uSoRJHzOm3t0pX91yZuTRPAIDJEYDasorh+92xLJFc/7qZrhbKK3/WNS6+8/l1b7l7aFebXZogcqZuWnWGu5HIeWWjWqXERKNUW20UOb2svQrzI0T4cRY7mEuq23u07esKeNbbXgoV7cjiV1Oru6AwBoCvf2fTz4erJsbV3YwDg3to2KcSAra9hNjLtajgzibn8eBASgeMIgEddPTmkEPPPd2K5CjlpFznitCdHszAcj8fj8Xg8Ho+jnW3J21BHd9hd2rH0DmsZ0zZ4cjiJHF0dHbO2oJTZtn0ljpwTZr7/gYfWvDx4rs7WvnZj6OjNW6N1/RbiyTGDZnPXNy+/euuxjTtfkyRsY0y15WW4oDWMVeQgUo02eGyU7f33tvYixIsc7cNV5Gj6OjfEB9bSBk8OJ1e/68O3CgCw9857tjz9q7/zaiAD8VNf+EeFGyO33lXbrxw5nbI1PpIylHZjTCyFqJuMKKlHDswtvCqpvEJp9zYbkYrHOnP5jXPY/yyGdWpClULaRQ4de5HD4/F4PB6PZ264iRzNq/JZc97NkA9zCw1rcBI5BoaHZ3P4/eY/+6WlE4Xpc29cvTL5r//rb9VVX5yLyBFQeo1ARKlFR8Y6xNmTo4Y1R/svLNm2dNVRAI0JRVPjno7KLfMWNsOwSdnzAulwlVh7kcOT4EWO9tEWkcMwZ4ocgQwWKnI4LfiL5ZICgCWd3V3v3f/4PQCwennfkRsjt+r6laOykyeHzZWNhP2zp9nEYWoyIlV1l3CugMLMYMZ9ROKIFGKaCJqIFBHpWGnVqGR/5fgL5kcefzeTJVamFdVksoer4yMAYtvS9fz3dhx8IZRShCIQr715aeILv/Fbfd/E33YS6DVjTPAjH3zyzX/4Y5/030GPx+PxeDye5rh6cjS1q2x51GbILVzkcLoZV6qUZ4+za9v27QCwatnyq439ojmIHKEIUusHYRE5Mjw5aq+J01oBANhw5xsjA9tzYVgUVRubQJqAybKOl9X2vT41uv+eVRtP52Rwv+v+azly89mzAC4ZaDJsyLCh+1ZvQmTiMUlCChLiL//6+ZFTl8+sfbbz6PlIKdmRz0VP/cKvLIHPybEo8Qus9uGak6Pp6xq2MtcJwdw9OQwS740YgIKgcRgeAGBAs2VvDUCzzwkwBVUeA/BqpCs6NjEAxs7NW6auDva/TIJYCmGIBN+5aZtbfCSELfFoAODQ7acJx66/oYSgnGEWMw+ACwBGkIgfrwKQr5x/61a5Em8Bc8DJvgIinGfGfiQKcg5AsHb1cvnA/XfW5dt4/c1+OTFZqBvPazeu3/9q/7VDezZtblmDvRFmDgE8Vtu2oqMXj2247TXIo+r1uBLfVSuPD42NXgew9+zYyWDP8v3OPyoej8fj8Xg8iwzHnBzW8IlZDLJFjnwYzjlcRUiKSYhISKGYOVIVdQvJnTmNxM7W1eczf5upYmEUwDkAukt2AwTesHz99Ece/8CoFILzYd4EUpqujk4F4FGXcQQiSKkXUawm0WBrr+noHXt0011HBBEJEkKAxK3C+MSrw9dPIhFpJIBzURQPXLh0fasxHDBzwMyyPF7qHzl1/U4kNnYOgBBEXb/x7/9JXch3rFX+65fO1I2FAXHo6vm179u6Z5SIVricUy1D5cEdSKopzrJuSZ2OAjMZv3T98s0913ETANDd2VkA0N24nWdx4EWONjFdKJ0joiKSEtTMDHDyJ5iR/I8ZI1dHx048ffKQNgZaG9JGwxiG1oaMMfTBL3xfAXlcR9UjAMlkIwCIv/+DHx3/xqUjZ4Wc/S8QUgRSilAkj4AEBUKKnBAiJEECSVnbDgB48fSFW8Zwqm51I2J5bgzAPUR082apPwTQ9/nPfOa+z+Mzdf1Wd6w7ZN1BA7bQFBIiAJASFCaj0jAR9TU0XwRwZ21DrHSRmbfWtjEjQDKZzWIsrjMiw1njy8eOHrhn46Y5T74Mbvk9yufyqR/dKI4BYCmA7QAuzOWYHo/H4/F4PIuFFwfOT09GhecMGyhj2LBhzZoNM7TR0GxYs4E2mienxkkbA8MG2hgyhqGNIW0M3rP1sTEAz6HG+xZVW/uurTum3v/T3x0RQZIgSUSSiAIQQkLyL5K1UwggR4mnclh94PKZq52vHj5vzatXy4UrlyWqdu2y/IrDXUH3wfVdwB9+/tfnfX1Ckfb2LpUrPagm4p9hRdeSw8s7ug/Utq3G0udfHb6+v7aNBEXFUmV7bZs2ZhJAb20bW9aSgoQ10WdZxWuuTY4c2ry0b843FOEQRpPP1+f9iJWasb0fmMfxPG9zvMjRJs5duLoRwOOt+lVGi4cmzw9mfrl7OrovANhpe23rlk1HV6m+xtrPztDtsI+mlOKKAYBQ5Nat79p07kbxWg+qQkktbKkqYj2uLVwlO2bS5tGQ8m4hx4SiNrc8kXYsAQAYZnlrYvz82mXLW76PDcdo6QbXkculvmtVkQO/9uIf/Mxg8YszqngOwJef/shTX5/LGDwej8fj8XjeqfzxhWcMHOxsADj+8uuZr23u2vE8MrwjuvNdl3Id4Xbbay7IIMPAbEAbM2sD3yhee/eWnh0nQhE+mNUdDuEWNpHDFoGtTdqThWDJnWdJ4EqUHgdz+kafIMqsZvLW+NDmzUsb72U60dLjOZcL665BrFQOACYrhdVPfvVT/w63Pb0rT3/kqc/NZxCetw/flnrQiwTXhEhNhQHDJjMkRdjLoTpDlBYLbJTiJNeGYVMeLA1MdQXdL8AmIKQrsdqPa5soMyZsZqtSmxY5LGVgYWmzeXIEUmS+B7/37KE7I6Xm5FXh4snRkc+nJvxIJac6Vp78ewD+AYDPAPgpNFSi8Xg8Ho/H41nkuGW7B0AWu3GGWKvMtQ8tcF0kAnvS+UZMEuYMAFiZX3UkNlHJsMlSZpyKBgQWkcOWkyPWKi1yWAoEwCJoQFjznaRuWlbXOtaSsZNRadvVieFDzOya4HSGlmuYRpEj8aZnU9HRcgA/D+CzAH4GwI/O8dietyHek6N9OE1CraZPY7JFjpwIFyRygMhJ5KioaHYMiuOHlYonCfQmg+ti2rhJhuq6w1o+Z1WtRyH1GmtLftF5e3LYcqBQVrwKgMlSafUvf+XLq1f19l69a/2G/ns2bjIblq94JKsaTJVwx5K7CkjUYfnm1Oupdzkf5lIiRyWKCABE+n1Z0uRYHo/H4/F4PIsNNzsbABHFWV62sY4zbUAisaB1kZTCKcFlrfdDXnZwV9B9ULM+k9E9BtDZap+hJSeHqyeHoPTqxOrdYRc5srw2Msd9evDqE68O9Rf6unpfXduzdGJ9z/JNUoimHjQPr364dMfSnWVBIvfM9b9+9nrhesorPheGtrVBRVJKfPJ29iLAixztw9WTo+nr2mSXkFVGz7nyR8OxnVwvSnFyKgSaqXLSy+Dexn6RqXRqo88AbLiaVImItCRJSLwqGAAr1mUAtlwgFpHDzUPDPVwl3UlQtifHDEOTk5uHJic3H3ntPO7ZuOnlH3r08d1EZC1BxeCQiGpzgaTOK5/LpbaN4uSHlkg0uuC1/DHzeDwej8fjWUQ4e3KASFkNQDT35GBkVzh0QbiLHLPCAFcHKknel9H9dSRCwqxdPRlNMIPN7TSAzGVdSnlGLChchSxrRPsNv6y1ZFNPDcWme6AwvnegMI4zg1cr792652RHEO7P3oJEIIIOAJAZ9x3z+bTIwUAkRep9CZ786qeCpz/ylE/6/w7Gixztw01htrmE1dAsXEUuPFzFTeRQlaReazI7ZsYCTsWT75qKJ+vaumT3ofXdm+rU1VCEY7bthaC3mJFj5m5URRB2zMkhRNoFz4btcjbz5LDxav+1fV85fuzF73/okT1ElM5NUvNjBQA/9F9+4fWx0lQPgwNmSAYHrJnRkBRV6US0EkgJNpmxjB6Px+PxeDyLEGdPDkGksgxeW7jGDAsPV5mHyJEhxtSQytUxWL5p0DBWg/hIY798PpREdAmAYeZtAKSyiRz2tYnNC9u2biStjZEylY/EWUAwzPlnLr+6+71b7zmVD8K9tj6K1exaoDfoU3975S8uG2bJzNIgqf5y9OQr6bedWQn7+eXmMkbP2w8vcrSPslOvFstrrXWmEBFQ2hVtLrh6clRU3e9IhDl4FtiSkWbl33jX/TvvBoAbt0aO9t8YTjw92Kqi2zw5bNfCEq6SHo8QzYUmG6euXH7XleGhm/ds2vzWqiW98dply+Tq3qWbAim3MOpFDgatVUavrGuzDFfPiBzpcBVfz9vj8Xg8Ho/nNm52NgCi7MVrpONMG8uWQ24uuHpyoOZmlmt+u1oIFDG47qabJJkyNDetX3Vg0/pVAIDjL79+E8A6pbUlNMVid9oEDWEvGqC1jqUUdR7LBKi5LFo0m46/euuV+9b3LH+pN99Z7M13mt58V09eBvcSUS428eyFysl8OBWVtzbuw1Da5mdAC1gTwnpb+x2OFznah5PC3CrxqG6SkyMvc98WkaMc13kELljkgCUpEQC8ePrCa8bwcgCzFWPYnljIVeRIj8cmcrTwpslirFBYd+S18+tmxwDgH3zww8f6lvTWJQrtCHKpz0L1ba8AmP0RiFQskvGIxvMbnc/4PB6Px+PxeN6hzCUnR5PEo3F24tEmVUFckNI5p0fIzCAiF0+OFASKUyKHSIsc/TeHj9wYGLkDyYJ+LQBoYyxJRq0FAiyeHHZPY6V1lEPYEJbtVtGxFgbE9emxB65P33YAX9HR/drjm+7aVSdyCHuBRhmkdQs2JrZUeYwBTM9pcJ63HV7kaB9usYItFtjaZHtydIYdCxI5bFmWbVTqkzLNKftxTuRtx7DORsbwMgD19cTtkrZF5HCbOZnTvjM1bnkGiatahOQ8YwBxcgeANAEKRJoIikCGCIoE6ShSDyVDBb728knz3nvuexHAE8nxmKejYpdtLD/9sY8fDYMwlwtCyoUh9a1cOnri1ksnAB4G8DIS10MB4C2Xc/N4PB6Px+NZJLhXVxGU6cnRvLpKOiR5Lgh3kQOxUnEuDENjvzmYCTP3M7C8sd0WKWOMYTTkxHP25LCtEbM8OZROXW8i6Kp+o1C1r5k5AqCSSoqsAGhmKAYrMAwza8OswiBYLQRtAYDRcmHXYGHyr+5f0TE77oIqWdcAP/ThD0WPrttzJJABBYEUgQzo9MgrxYIq6+oYZuzs4ac/8tTCijl4/s7jRY724Zh4tHnAitKZYYTo61j+bUk8GqkIkY6VNkYXovIUs8kDULkgMAw2zNAM1gw2YDYGrJnZMNgQB0qZ669q1towG8PGMBvz+Pr9JElCkjBSSA5I8oNde4vKmEuBkAiE5FCGPID+iZFobFwQQZBgQYSNPWvHCeJQICQFIqCcDMSDfXeOBwEfk0IIQUIIIlGMKlNLO7vOEpEkokAQyUipEgvcFESBIBEKUIDtMPJhYiGEQOIymGPmkaffeHl1q2vDzObEqdsVZi8O3Oy6OTp+5z959B9OEECGORovTVkLgH/uh3/sfkFixczzsioff2no5QcVq2MA9tV0tUvUHo/H4/F4PIsTd5GjiSdHpVm4ClFPToblSMfzEjtEIJ3tt0oUFYNAdka6YiIdTTPYBBRoQUIj8Wo21YeuJvjXAExkon6GWYtEPJjpw8vzSyb2rt75kiDBkogFCbNBrJ56MX79+ao9zYGQvK63bwLAs6gmMQUAMIoPrNl1MxCSQhFQKAIiQD269o78jJ2d/Evyl8a+RCQoJEESggIiklpwAckNwwCJDRuAZ9+voProvHFr5Mj1myMHWl2bnTs2HlrW271l5vkLN97Y8L6N7x9i5kkA5sb0oHU9dM+2O/K7199Rt//+m1cuMXQEYFdN8+VWY/C8/fEiR/sYB/AmqlVGGh4zEwl35zrGHj/4nhcDKXnGVU0IwYGULKXkKTU5PFYZOcpIajszmJkNGzCX9NSCXKukoAjAABLFViB5/0X1eVD9V5649urBO371w6i2bQOAh3bc8cL3PfDgww6H2Wlr/Pl9n1QtyrACAA7fOPTSW1OXHqht29t333PdYffjtW3nR187NFoZe6S2bUln5zRqQl8AIJByAMA61JNDQ3YUdneDbFTAc9NRqXvr//E9LTdkRlx7VKJEdhdIedj476XH4/F4PB5Pld5cZwWES4lnLRmRVPRjAjERDIFM4rFMvPKOfaNscItAYDAECUiR3GTbvmLjBICZeIgZ+3zmJiCv7ly5pX96YOt8xrhsWU/wxV/7329SUpJVVsMkah9BtZ3OTJ5ZiiR3/3fNbL+37/7L3WFXq2PfaWvcuWLz1M4Vmx9I9WyQFEbLo2fOj71eV8kllMHlH7jrQN1xtdHFY7eOpzyT8yu6SmgIYzfMN9DgmU1EqRKHRrNbuHg6hCf6leP/qbaowUHbZspSoJKIFCG1/vB29iLAv8ntQwDY0arT47v3qX/+vT/+QJMuR0cqQ4/ZXugI5dn5Di6BQthLubZE2WL45rR9fDGUubtb9QuETHmbGEvAYkbUj03ZdUo2xMzupcnqaen9MXuMxDVvFqqO1+Jh47+XHo/H4/F4PFWe2HJ3BcB2l76P7HvoghTSetONQG+iib2+tnvV6f7pgXmNkYQIpBTOdmEjDMsq3Z0ckpCMpt4kgqzJUVPbENlDU6rHqBM5lDaWcBXSjYHlWmu36jPppoLLdoq1bR1gkD4/b2cvAha0cPXU4bRIjlS2m1yVzJCSnAh65zSiBsix7KqNWKkFZSH+/Te+dPeLgyeOGjb9zfpJClITPCOdjDWjCqyryGGrB+50ftUEorV5SvoAHHbZlhsqx8zUJReUKg3sw1U8Ho/H4/F4qnx692dnwjha0nhTqeG1pjbW6s4VpTkObRbDzffdenszpzx4DTwKYBDAUTTJ+GkTORicTjKKpiJHHdpYRA7Le0UiZe9aYZPqthbAcKvtlEmLHNWceo3n5+3sRYAXOdqHk8hRjiut1MNmE9OKrNdcyBAGnFioJwcAvDp29rEvXfy9NefHzh1m5hFbH1sJLGPJPC0gbCczb08OzK1sWGPY0EE4CB3MDT+6lPn9899Lj8fj8Xg8nnqcbO1mIgdaLHBXda2Yt9Bg2CyoOothnns92Xo2AHgMwEUAL9k6EKzJUS2VVAiwCRWUTuqqjC3xaDoPIJFbvVylU2LFDgCTaFF9UJl0UlUABkgtgLydvQjwb3L7cKrfXdEtPSIyRQ4i6smJYN4Ks7DqAm4oRxezVhg24fHBFw7+wRtfymujLze+bimnCmORdDPCVVzrYDuVymqC7Uf2IJIKKZmYtCeHBACZPufJOYzF4/F4PB6PZzHgZGs3es420MKTY+W8hQbDvECRI+0RMU92AngAlhtwwlIuFtnXJCX4UJLwtA6l02E2hLTIYfFctqK1sS1YtqNFwlBllM2TQxNSpW+9nb0I8CJH+3ATOVTUykWq6QTQFXZMOI+oAVqIJ4fWbY1fi03cY1PaAxGkzp8tl0TYT8ZV5LCdy1xEnKz3cAWahBsZNlaRw+Jhs6ASZh6Px+PxeDzvQNxEDsxf5Fia71nI2ojYkkfOlUY7sQ1YPDSsnhzuIofNk0Pr1LiFxWuDRPM1zuy22eH1+wE8n7WdZkt53KTSTuP5eTt7EeBFjvbhVJ0jUvGCxIK8zDlN8DZoASqHMqYtnhy1GDapc7GHq6R1A0FWtxSn/BuwCxpzic/LEjK2IImFtG/UeGehGiMo0zGKPlbQ4/F4PB6Ppx4nWztlb9WTb7Zth8wvdG00b28MY8lBt0BS9qSw59rI8kBx8+QwaZHDFq7i6snRotN6ZFxjW7hK1aOk8fy8nb0I8CJH+3D05IgX9MUKZTDvyXOB4Sptz0Qcm9hJ5LCFKGbk5LB9np1iDzPasmj247kLwJTthSxPDpkOvfFZnz0ej8fj8XjqcfXkaCYWNA0pCWSw0LXRQnJ6tFvkSHksCLsnh8xwQLF5cqRsYKsnhyVchcixAAJzswVL5g1Fq8iRiC2Nwpa3sxcBXuRoH67VVVrF6zVVInIimPfkmeH94IT+FnhyRKaSuma2cBXN6dg8QcLVa8NV0MiHQrYKBWI0vM/MbFibslGmYJSZMsrkjTInrBunf0FkstPUKQ+1GIfH4/F4PB7PYsMt8WhzsUA0y9kRivA7JnLwwhOPNtLd2CBIWNchDLZ5ydhLwzZ20tomaKTa8vnQReSIgfpjMHOFmYvMPM3Mk8y8nZmLjRsay3qh6snReFxvZy8CvJLVPpzU5Ui3FDmakpc5J1c9G0LYs3W6oMzCPDmSxD+kiCgmkCYiPR0XSj3hkgEGazDr6UpJ/8Wrx6ZP3HzliDaaY61ZaQ3BLxd7wu5DsVEoxxVUVEw7+jZMfP79nzkiaPY/IUiQAL1EJAQRCQKJYlya/NlnfrHEAAEsJIkSM0vFZhqAZIYAWAKQnIgOY0j+FUgEp6D6kNXn+eLlsVe00q/3bF95YPyVgaNquvLuhtO9v++xLdwYHhTr+uzTM+W59O3f4hcA/FMAVpHE4/F4PB6PZxHjZGu38ohgcIVAXbbXQhEsdG30nfLkYCSiRFz9d2ZxfwuJB7JhZmPYlMfLhTOYaWBmw4b/+2t/zYYNKaMRmZi0MfjBu95XDmXwVkABCRJCkhT/z8d2UKz0yVAGIh/khCBBl8vnhwF9tmYsUw+vv2NjpNUlIpKCSBCRhOFd5h4elkLkiIiIQIKEFEShIJJJG4VvjAyY5y9fPNTT1bFSSrH8xKkLGxrOtXf3zs1Hero7D9Q2VrSyVYkxSD43IYASgF8E8McLuM6etwle5GgfTupyKark//Avv/ZCFMcmVopjpVhpxYYZWivetWX71CP37T1t2Bg2zJqNMcbwjBfA+mD1yLatW0qBkByIwIQiZMMm7sl1yVAECITkgAJEOip3h10dRASqOoeMTE9MfOPVY4cCIZELQsrLEJGJShC6OxC3ZQIpBAVCJg8pRSgC0ZXPY9fyjcOChBQQQSIiwHSH3TlURQACCSTigKz5Nwegg5JszhI1LmMVU3jfqcFTo08dffrs4TdOLZ+ulHYD2OZyHYenpk70dfY92KqfJHk1NnrzzHPlVr2qKcUbk7uZeUN5cPotMBoFDgBYqQvRpaAnv7220fLjFQKzOTm+AOCfPf2Rp9qddMrj8Xg8Ho/nnYCTrX1jaqjQI8vHtNGsjUkebJjBMIa5ByvzoQxz1QW+0WwMswEzeKQ8Nrama+UxQZIDEiyF5K6gQz249j4RioCD5IGAJCQJ1NrZICAykxUi5AUJkiQhSdK67nWlTtnVndz6IhIgAhEEKFn/gwQRUSjCDkHiFQIkkpBmMR6NvTlaGdqFxNa22dkSQGf19RD1+SaWMTNOD1186dC1k+WBwshdDGxGUn2lJXv79l3KybDOlt21/O5Uv69culKYiqf21LZ1hjl0hvO7r9uBMHfhzf4DHfnctUoUrbH1GZuYFj3dnXVttsSjAsRI1iLHAfzE0x956rV5DcrztsOLHG2icG28rEvxIVYGuqJCGCYGBJgFGAIAi1CWKS/Vrzz7n79rvsf54s/98vGfeujjDzU0H0ZSwrSWQwCeaGh7/kN3Hny0tmE6njo9ULp+/3zHsxCGpyeG//5v/8uKZtM49pZoey3sFGRPsLQgSFCJNQOcLciUhwrXe3ry28tD0y8VLo+xifS6j5/53KZ8Ljcw4+DBzDw4NnKzq7vj2amvXPyFdo/T4/F4PB6P553C9anR1yQJnoxKUhktjGGhmYVhI5iZckEQd4cd0f+4cEyeuvzWI/M5xuNb9577g098YXdD8y0AtsW2QTpUuh/Axoa2swD2YB4EFNwAsHU+2wLAH7z2jUNnht5oXA84wZyugmhDkGxrmE0uTPKilCvRpqw+Y+NTmzeu69MAJq6dv/7KtVf71x8qHln1h7k/Hah1pFZGbTcwo3c+sfOx53/2T/yNxEWEFznaRPHquEZaVKjDRBooAEjcxuaV46JYLrlOJE6JOcleL3suxJhnluLfOPyVVzWbeU28tuRCNojaL3IIKSomHX5YR+nG5MPxZPlrajr60Ezb2JS9LPf0VKm3vSP0eDwej8fjeWdxcuDyJrSwtQHgytjQofkeo6QqcymxGiGd3NMmDMxbBFhAYURUVFQ8M/TGY/Pd3sCtpK1r1RRXcjJoabuXK/HGi2/0H7t+7PKm4kRx9jMxXV1oNTLyJydy+FmU2jhMz99xfOLR9uHkQldl3nk1SlHFNlHaJhc3kQPzz9NRZS7nXcdrt67Mu061Zu0kznxLPDksSZcs5NR0tNJxl15s9Hg8Ho/H42mOk825gDz7qKh4LiKHLf9GW0UOsYClWv/00BUsoFxqY1XALCSJtnpyuOYQHLw+urQ4UWzM15GFt7UXGV7kaB/fFpGjEkeuaqmryDH/X4KEeZe05eYlopqijZvIgW9BLWwSTiIH0KIWew2+XrfH4/F4PB5Pc5xsbWEtwOdGrGObfZmVXMJmA9tsxHl7OjQmsZ8LLarMtEQ7ihyCZFs9OTIqKKYwsXZKRFvF29qLDC9ytI+5iBzz9n6YKk4vJFwlNXET6DuSRfrlaxfODRcm1s33oJqdS9q2XbklkS6LlcEKx35+4vV4PB6Px+NpjpP9LMX8hYFiVLbdoMoSOWw2sE0YmHcuCLKa8258/a1jY/PeGO6eHAso3pixP7dQel2I7LEpdrytvcjwIkf7mItwMe/yUqVK2VUttb2336qcHHPm/MCVcW1MZkKhVhjDruNeqKdKeoeW2t8WNNKJp7JYUFlhj8fj8Xg8nkWAmyfHAuJVyiqyLYYJ9pATV5Fj/jk5FuBxfX166I75bgsA2rh5glBSwaRtuIocqhDNRTzytvZICFAJAAAgAElEQVQiw8cntY9vi8iREa7iFJoCy/s9B0+OfgCj1b8NbtffngZwrfo3A+CyqmjFMTEDDGZm5q6wMwpFOPvDoYyedjyuFc1a9heuvMbMAYMlg4Pq3wGDQyR/5wyb75QnxwTcPTn8xOvxeDwej8fTHDeRQ87ftSDWaqFJRuclcjBzmcFviiS/hUZiUxtBYqo3XHqcQAwiJpCJTaQKanrmHBkAK6P05ckrksHMifWNUIg7IjdnDCtFVZpYiWUXkKwfZPXfmcdMudrctt7tuFm8Me/jNELk9v6ZyDl0HfC29qLDixztYy5xYfPOY1GqWA/jKnLY2lzct4YB9ALoAbCsVecrU1dfGi4PP1Dbdt/KPc+GufDdM897O7pecDhuJswclHVpe6t+RARBQhv38JaWiNsih0L6O6SR/JiNwV3k6GzdxePxeDwej2dR42Rru+Z0sBHpKGsxbBM5nAQNZtatUmtMxuPHp+MpbOjefLC2PSfzWN1ZH909HU+dLqjp+2vbJMnrt0qDdUk480F4JZqTs0M9gZDdAHa27Ldgp/B6iGZvwGZVcIwBsDFzsu29rb3I8CJH+5hZ3LpMrAvx5LA1z9uTQ5DsADAA4HrNfiIkY9yEROBYAWA7gCGXMQpLOAc35FzKBWHWdeKaceiasSgiiglQUojiko6uEQCbXcZTGioemioVgnKhzEYZ0trAaENaaTLKCK20MNoIo43QygittTSxCYQkzQzSSgeVYqXHGA6EFPHuA7sKPSt6BoJQdgKAkCIgQQERBUIKCUBODE7SkT963mV4AOBahcXj8Xg8Ho9nseLoyTF/kaOJJ4drJZWUqtBfvKIDCk4TZhLXE3cGnYWeoHcZEfVMxRP9Q+VbBztk52GXMWaEmqfaBFFqfASatckJgCARB0JGkmQcCBlLIVROhFFvrntKknS6KXvq3OvRH37zLw8XCmUuFEtQWpNWhpRSpLQmldjWQmsjjDFCGyO11pIZQgrS2rBUSnUaw3kAkKGcWvauDQNIvC8Idg8S5Ho7gnLJ2THc29qLDC9ytAn+q36m92+0qbw2siYNXX0trv6rQFAEMiBoADrIyVJZlS4yWDPYMFhrw5PMOGWYjWFjDBujWY+s6Fh6DOAkagRsYqOKhbhwk2HYsIFhw8qoGMD7AKytHcjS3PLDAqKfiIhAAwQa7Ay6S4JENwECSYygBHicSPRV2wQAOVAY0oOlej3EMNepHB/Y9dD+D+06+Dfrutc/IklKIUiEIggYeFEbvV8KIZ+9eej05anL+2FRX3Mi1+twnQEAJ//i1N7RiQlXr4qW5LpyV7t6O9c278VziU90rcLi8Xg8Ho/Hs1hxqk7YJKcDE5EiQpz8S4qINBF08i9pQaSNMbEQgnE7PNsoo6YAdFTtagMwGzbjBBoBwNUwEZ6KpsYMm8OGDTQbZhiUdZmJUOd5QYQX87JjkpimOmRXsLl72/OchDofR1V/ACCm4snBodLAegCCAQGwBDBuObeUOPPE5t3BJ3b+RBGJAEIAQiIiZr4A4A7N+szl6Tf22rYFgKX57udaX23gm8efz//tsycPtu7phomMQcO6xMrcMoF4W3uR4UWONrLywY0vg6gbRBIEQYAEQQIkkfwdAJD37Ng0ncuFE7UeACRIElE/gC1o8kX8wI4DV/uLV+6sbRsujhf+zYtf2lvbdtfyLa/85L1P3lvbVlKl6yeHTtW5soUiHH5ozbtSx1mR79svSfY0NF9F2nviLIA9tQ15mR9u3B+zqZuKAillb9gtu3OddQIGAULIQAKAIJkZw8hwTjza9oRIRpuW+wvzYdccdtn25Kgej8fj8Xg87yQObt413hnkThMgARJEkJTY2IISezsgQJ4OL0dvXR0YQ4MHwPq1K49uXNf3OFqEakcmLnWIfJ19enn6jWtIPJxreQVAna19cvDl50u6/Ght2/199x7pCetN6k7ZXeiQnU807O8IgIdqG5jNCQNzb0M/m92YOicG9xBRyh4lIgYgqteuGU728wKK2WQd1akSCoViLp7xvtjGIsOLHG1E5IKdcHCHynXmruVy4VLLSy3dwpRRqZlEWAqCxya2hKaIVJthY409ZObYMoU6ueVJS71sY5kn2e7tMDvhymYiB7NzKSgpxYLqhDfiInJ09HSsQnLHwSXRkf8eejwej8fj8TRhab4rBOo9Imx05nKDAJY3trNhp9V4bFTcgXzDTThSjaHXsNjFRGmbs9GbGQAY1rFYqiAKp9AU2G3JLFt5xnZvKnKwZdw2Atl2M9bJxg+6cnMROdqbOMTzdx6varWXp1w6MWfWy275ZVVGpyZFaZkAY5POOCwgUgtuZrZ6jTDYNfYwNZkLEunJ3DJPZsyds59J235qxuc8o4ZBOO9ErzZcRA4hRRCE8g3HXfra3R6Px+PxeDzN+XMAt1p1CmVgtRG1MU7rHm20zQa2tVls4LT3sOG03chsvf+WsvEJ1kojtgW7zZbMspV1k33PknEzMkU+zLXbI9nJLg5783NJJupt7UWGFznay8ddOhnmLJGj5WI8Nir1nkmSqclOGZ0uF0uU+oIbZHhy2EUO27gdPTnSk7lFEQdqPpMBBZkeGIaN82TVkcs7xXC6YpSbY8iKDSucErXCT7wej8fj8Xg8rTgAYE2rTmGGa4ExbqHOkYktNnA6iScsNjDBdqPPInK4enLYQ0ps5zcXT44ZQ7bpDcMMOz1Fd2dXu9eTTuVeRT7YBYfyvFW8rb3I8CJHe3HK+swZ8i3sIkIdZRVJZq47ji3BUmzi1AQhKO3JAYBs42Fm22TuqGJbJ/jUhhmT5+y5CIvLX822zpNVEMj518+yYLTbfNq3cYVrkiMfruLxeDwej8fTHCc7O5DSaiO6lhwdr0xNNbaR440+qyeHxd41bPUqsd2gdApXoaRGbaOB2krkaB6u4ujJkQvC74gnBxH1ys7guuM+va29yPBveHtxqt9tTGa4Q0tPjmM3zz58T9/2w3cu3zSbxdiWa8PqyQFyrv3NMK6eHKkVv9WTgy2KtX3unBUGAhE0m1ydJ9R1O9ZcLvXEQzKQRgbSCClYBpJFIIyUAiKQkFJgx9LV5XUrVnSGYUBSSEgp6PLVm1O//0dfX4ZqlmsA4vQzZ3vPHjp/hpkFM0swJDMLAHL2OTgAY4njEP330OPxeDwej6c5TnZ2TgZWe9ewm8jxz5/7t31ffvI/1rURkbKml2vAdqPP2G/02ezYtHjh7skBAREbmLobbIYNCxKNx1LVfTe3Px3T9u/aup0/9p73nejs6NAduZzJ5/ImH+Y4n8txPhei+jeGJ8ajf//07+cgKUEQgYiK/eMVMLpQY2sPv3BVgpNqMswQACQYslpdRoKTYg4AriOdENaGt7UXGf4Nby9OYREm25PDyUUgNqpu2hGUnqSU0SkVNBF5ESOtkBbQKHLYPTmcRA5hCfEzbFKTeUkXzZXpS1fBLKvVUkRJlcunhk9PMlgqox6zHK92jDpD4a5jxZ6+td13L93dqt9DW3Y/35PrqMuI3dXVcRwNma6NMq4hK2sAnAKwt0U/l7LDHo/H4/F4PIsZJzs725PDLZ8bW8MlaN42sK1oQPXmWCM2Dw1nkYOIYnB9hcYvXfy9N5m5o7pvCQDbe7cX13evnWLwKtt+ZsfoqHI8sf/BcPfuzQ+26leOo4tPvf6NOxvbi/3jbwHYVndsx9BwANcc+3lbe5HhRY724uRGZ0ym+5dTWEWs6/WHDJGjmddG3eQfm/hqTubqqsIwrHlDbDNO6lxsHhi2iZLBQWyiupK0ilUcmajXPvQUEYCWSYdCEZQr1hxSKdJJXWW6cs0cWYbkGjXzPLFV2vF4PB6Px+Px3MbJkyOU0hou7CpyAEhtTyAnG9gmckxEE73rutc2bGj1KnH15LCeH1mEGMNmDVDvWaxZvWlgWnobs2O6C0l2z5n0/jJu8hJpx8gYG/sBHAPwSIt+3tZeZHiRo704Tb5ssvNpumwfm3qRQzfk6Kj2yVr8lwF012+vU9sbNjZPDtsMZJng0/Mx28JVrFmknfLERABiBo+B0VH9WwHQ1X+ZmSMGa8OmIoVbHe3Ykk1bynRS1zmyFcA3kPzACCTnLBoeht6/kfiv+uc9w3s8Ho/H4/G8w3G6mSiFyMrJ4ZrPLTBs6gQLItIu4SqSZMq2jXScssmN3ZPDYhdbzyXLk8MWUpOy55vl2mBmGDZasYlKcUV1B2aEAcXMisGKk+IJrFlHmo1SRqmR8uiQSxB5KIMe67iBeCEGcLisI+7ZtuIoqgEwIBIgCELyLwhCl5TTZ8fzzsGLHO3FzZMje25xEjkay8gGJNXP3PfRw5t712w8NXjx2jNXT+wMSMbVcA6DxENEAzB5kZ/SrK8DYCIyAqQIIuX+J0DXAUzUNPFA4eZEWZcPadYwMDBsaLB0K56Kpp9lGGg2gtnQms614x/b9v3HCCKJuAPRWGVkumyKjYdJTYmdQaf8yNaPXZUkgucGjpy7Vbr1AJLPaQ6JB4qo/p17fuCF7sbtbWjWR1362UraCmpeXsuRXrRWmHNw/Px4PB6Px+PxLEJcRQ57Tg53Tw4oo6OcTPYT6zj+2qWjoy/cPHOyrKJl/9uDP9qlWeuyikqC6JI2xijWShujK0ZN50TuFYASO5uE7g67xwHcVbv/2EQE4FncFkp4KioUf+uVPxpUrKCMhjIaBDabelddMmxIsaZYK9Js8ON3f1SAQITEzgaItFG23BQp7w7NugTg+nRUKv7Ksd9ewYl9PWNrz+S66ATwXpdrtaFn1Zuf2/+DLftleKUA5FwhxQprXh105e5q1kcskSubve555+FFjvbyDQDDSFTTmUfc8K+KIjUK4OnatupjHMD/DaBUfa0IYBLJpB4DqPwv+35gx4aeVUeqxysBOCGFOLBj2QYBAA+uvXv7g2vvzhzgu9bsvw5gQ0PzkcZ+OZlfDeBdtW03ijeee2X0zOOtLkJX0H2oN7e0blEfmcrz5UprkUOQCJbll20GgECEFwEsb3W8VgikM13bMBaVo7u7c9ua1Suu3RocdUlqlIXLj3KHYz+Px+PxeDyexchNAP8Ndjt79jkRWV8zxpSQ2M6F6msVAFMApqvPIwCV3/2eL/xuKIInAeD4wJnTv/bSby9TrD88M4j/6/jvzvzZaE/jjmVbRv/1gX90b21bpCvXrhbequsXmygE8O7atpHS2FtHb56sy00BAKeHX09diM/e9xNGCll3I46TJJyN2Dyz8wA2SCGmGM5J8jNRRjt5PVPGujPf1z1SvjU9/+MXos3MzNUKM1n4nByLDC9ytJHBXzzy69/qY5wdO7kSwGUA/UhU4YNNN0hjy7Vhy6GR6tei2sntA7BOu9vZPSJsiZhmP5OyLU4U9nJe967cee7AhgeGOoI8QhEiFAFGKwOV/uKV+gES9e7YtvH1BYocLhOr/y56PB6Px+PxZPDp3Z+9DOCTLn1/ds/n5n2ca1P9E0dvvnzif1z8Og+Vxh5qvcVttCXRPhGlQk4YnGrLyZxrOA2U0ZEUss6+JJCy5MBLiRyGkyqPkuxhPXPFVuyAmUtT8fSLsYmNYQNmg2Jc0QC+u7FvfmX3ioWIHDDcCcYVELY06eXt7EWGf8PffmgAO6qP+eCUa6Mac1eHrTSsDWMROQSsikWqjcGzLoa23B7z4e6+DVMlFb0oiIQkIQUJ+aM7/6eh9T3r31Pb7+pU96FGkQMAwjBYkBsdABcXubb80Hg8Ho/H4/F45s///My/7ADQslqIDWVUyrZ1zasRisB5XRYbFeWRqxc5HHNyzHgut0vkKOuyvDj+xglmFgZGGjZSGVWZiqfrPFW0yUhKKFqUsnXAxHpI5oNmIoe3sxcZXuR4+2GtwMLM0xeH+k9po/nutVvfbetTxU3ksCQlWognB9xFjtlJSLZJ5OjrWtKFhtAbJj6cGkzG8cJgwSLHaoc+/rvo8Xg8Ho/H850nq9rhOQAjSCp6WPPCWUUOqyeHReSQoVOVEgCITWwrp2sbdzrxaLXIiSDRFkNbGR0MloYaRaHxxn5SCAFLxUFqw11NE6mSzDc1pb2dvcjwb/jbj9m8DczM46XpU3/88t+U/uTU4X1lFR348Ye/97m7125ttn1qshuenogE0clIx8owsyCi4fHyxIrO5Ue1MayNZmUUXr51ZvpK4dZhw4yk3WDjypVLlnR07q/dn2Fjm+CdRA7UlM+yZahuF4a1RcSxHy/fkVuoyNGLJAa0WblbrzB7PB6Px+PxfOepzZF2C8BrADYB2F1tG0amyKHTti1zvhCXTiujY2W0JiKKtSqeG3rmpmJVtbM1F+Kiwm3buNZOPYgGYUAZnbLnbSVkYSlqYJCEq1RTWMRYoA1qmG3iTNYas4KGMG6S5CzuZKHLyoTNs4t4O3uR4UWOtx+lWKsrhy6euvzbz//5zoHJkX21L5bjSDBzhGTSSkqqMjSDNTO0NlrlG4Ti3zzyp7lvvv5SnVDhyvfte+hv3n/PvnNEQguQISKzLLdscjKaeDGph83MzKyMGl2aW14hkBEkDEGwZjU1Ho2m9snMMRGF7crJYUNbSnWLDFFl2dKeLEV/LgwCTWMF2+O24vF4PB6Px+NZCJMAnkdSbWQfgDUNr88kMFVIRIQYiReFIlAptTcSuV9+/rfvn+9gtvauOxOKQEghjCDBkoQp6+LUZCSuMdgwmJnBG7o3TMYcjQsSRpI0BMKNws0Vkal3+mio8tgOkcO2fZZwEaFB5BCh7F3I8QFAl+JWa1pvZy8yvMjxNuMH/su/KI0UJrcgY8H8RyefefSPTj4DZEwu+zftfHNH34ZnY6040grKaH752kVr3WoX1natCfasvGd3Y/tg+WbdcwFxdnvvzj21bYb1eZvIgeqEK0XwLfPk0CYdtSNIWI8XBm5hOi0YQ3ORI9+GY3g8Ho/H4/F4FkYM4NEmr2cmox+rTFR+7/yfPhtrxbFJ7GzFCgCemO9gPn3/x7YQ0dLatgpPY7Bcn6xz45L1ZwDcV9s2FU+/PFIeqevH9Tf64vmOawbDxrbmyBI50ga4JZxnruhi3MxbGvB29qLDixxvM0YKkwvyKjh57cLBk9cutGs4qKjYyd2CLQoqQVhd/VCdcLNEh3ZgLCW5BTJEjrAtX5NCi9cX7Krn8Xg8Ho/H41kw8w5Tjo3a/tU3v7m9nYNhIHY0iFNrhJwI/3/23jvOkeu68/2de6sAdO6enHMgJ3CYM4ekxCDJlCjZkleS17Jsriw9yZbsXYf1ru2n5+fnbK8cKJl+H8o5yPbKokWLCpasIYfkMEwim0NOzrlnOqMBVN179o8CugFUFVDo7pnhdJ/v54MP0Ldu3aoC0Bfn/uqEfHWbLRM5CPAmeicvysYf21SVfwPwq49HauI2sD/iddXpInb2NENEjquPieaHmFQKftJ5l8MiB9ESV6WOe7ZQrYj7AOCQM5F4FUbwXpXOz0cw+RcAeHmTL1i2pxjsM7PPYH/QGxo6N9z/ekq7zSN+ftAz1rNs7dmh/rDrYYO4nZmh9jWzd4PIIYILgEDQALkgKFtIVmNcEARBEARBuKS8rWxtBntVWkEcofOe3TTbP509Uz1e2WDkR9QfSIQmZTg4MQajoJRyFJSnSXuKlJczuREAICJDIJ9Afspxe/O+dxHBQbMADIgManvO1MWMeDMB7EIguLjFZyq+dgDkJjK+cPUhIsfVx3gnXq/sUVrwm6rXpYftaG62czs6WStlHaWsVsqcG+i3p3p7S+fAAPjMwIWLg4XB54LpkdkygxFEBxafwWCkdWYEwJrqk+q+8MZbWT97jMEEZmKAdp1/DQw+5FkvhbEJSxWfSw+n+Ci9Lk1oqeLfhDFlueQi6KDorrb9/KsPbj//asW5HO47d7H7/ImN1ed4vjAQqsTSMIwm5erYeEyddiQhkiAIgiAIwpVnPLa2QdjOrn62GMvjYV2lGYAlIksgSwSb873STTouPbJeLtuWaj5QPA5XPZeTqW7oSHWk37v00eeJiAgERaQc5bqucl8hQD350G8QAWcVKU1QShE5ipQmIk0ghwCn+LpkZ7sAXCIq2eMlSuEiNe3ZL3duOba/59iS8rZiAlSDieTNYLSz5fWkYkNfOsc9tnBVIiLHVca5z2+1cz5/910IJslSgtGoh196fe7zW0fj3+Z8/u4nAfxEvePM7ejc8qP33FsRP/jd7te3nurtvbu8bdfJ/S+/dqH71nrjdaY6j9446+ZQe87k2rN+9rZ6+18OdEwpraDi1cSwXl1PDflfFARBEARBuPJ8EcC/YMymLtnbPmJs7qcffdICwCNPPbYKwP4kB3nXyvC9r28feq0nb/xZ5W2DhezhtlTz8gRDvlTdwODWGZkZ18bt0J66vPfYMk46LgeIhwkmB7WeuajTTnWS2BJiZ08z5AO/Cjn3+a0vTGD3cMKfqE7GhPzitArnrDAR5WKjMGwjv2t3zL2z9Tsnvp1kiEuOilEzlJ54bhA2tt6viPwvCoIgCIIgXGGefvTJowCOjnP3RHY2ADBzgaiyfCpRuAysb/2kY4Y8UBj22iFvcFer23Z90vO6lKQdN+5aQlVXGoU9M4x0rDktdvY049LV6BTeriTKohwlcrhah74v1tpEqqvlaE+GBS0L1y9pXbIlyRiXGoXomrVK0yVLgFqG5OQQBEEQBEG4ummkWkmhukGTCokAvjVJRY7I5BpnRk7O9q3f08B5XTIc7cSFAoXei3FQK7mI2NnTDBE5ph+JJl/DNpHIwcwT8uQAgPsWvOPeNrdtW5JxLiVaxYSr6EmIV0lw+MtwDEEQBEEQBOHS0YjIERIvFFFof8M2aY6QuH4Ljw4dOsdVtWOvBBknFSfYJPaAqUGtm5JiZ08zROSYfoRKSUVhTFjkcKI8OThcNSUKyya2dBMR4c55d3fEbb9cqCCJUgiKCNNpHKr3wyKlrQRBEARBEK5uEtnZRUKChor05PBDISwxxHoyMOy6IX9wdwPndklIOaloe5gmQeSgaI/s0qEnPL5wVSEix/QjkTuYsWGRQ0fkrEguctTOSdHqtlzxrMcqLvGojm5vkHpCiVRXEQRBEARBuLpJHHbBkSJH+KaYZ82ERQ4A8K03knCcS0bGScVdy2SEq9RC7Oxphogc04+k4Sqh74ajdWixzwlFDlPDkwMANDnpJONcShRRZEiNUtEeHg1R/32ShEiCIAiCIAhXNw2Eq3BUuEpUTo5JCTOxycNeLhkp7cZ4coSvu1HYht/PMsTOnmaIyDH9SDT5WhvOteFEeHIwc6JJg1F7kU8xST8vJ3GJR0lNPPFogtwlMvkKgiAIgiBc3ST1ugBzuK8iFVFdJbHIUdOTg2tvviy4MYlHKT6fSGJE5BDKkQ98+pHIHcxGJB7VKsKTo4FEPlGlssbGsYl/FCYDZgYD1rItMMO3bL2C8YcBnEKQ/Mhf2bHEuMoxw6ls7yutra9ppY3WyiqlbcZJ25Tj2nQqbRUpuI7D2TkFS0RQWmHPc2/eYQ2PucZxXUFR/hcFQRAEQRCuYp5+9El+5KnHCkiWAyK0KNcR4SqT5clBdSOnLwle8eEDKLSkmoYdpU8oUv7Mlk5/fvssm9KueWFf/+l8NpdTSlmlyDrK9ZtSaaTclHW0Yq01DxVGCoMm65AiDPYMdXp577qKI9VOrCp29jRDPvDpR7JwFWsdy2yZ2TDYZ2Yf4NC+ljlzqvfiIWvZtjc1dbQ3N8+OG5PB2wikESjNPNoM8MDwUO7l7W9kjDFIp1JYsXxha0d76yoiCiUkHc6ODBw8dOLwm3uP9J84eRYXLvY35fOFtGWmjqUzT6k5TcuZ2WFAMbO+f9Utx5/8T7+2ikDub7/yZwdePde9CUFsnkJlTe6u8uP81t0/N0hEbQWT7/3M7T9UMZEub1s9oEm3l7d98Omf9orjYt9L+3sLI175ePVEjiseriMIgiAIgiBMGA8JRA4L9hWzj8D7o/gcDts4PdyTPzF47oBla5e0z1sTN56CKjjKeQEgS0RcFDVYQTER4Ynn/6XvQM+JLb7xsXH+av3wNXfN3zBv1UpV5chsrOG9544c2Xp455ntJ/YUDl044Z4f7m021irLVv3Mu3+g0JROtTNYg6EZrB9Y9NCxBS0LVgM4AGBT8fo1Art49Kbfrz70qft/9aFPlf7cAuBeAPjq3f/cPugNLixtWNWxcsvc5jn3lp/Xa+cPbPm7N7+1GQBe+483nj3+xonKN4BreoOInT3NEJFjmvHzjzw63JLJHAegCNAg0kP53L7vHu7eSARNRA6IHAJu+LcDO4Fgce4CgLW2tXo8Zp77pe98y85qa3vpw3fe7bQjXuQg0CYAkVVUevsHj335r/51SUV/AhbMm31kyZJ55/N5z7lwoa/1Yu9A5+BQdjaCCTR8jKHhgZaZqYofgLzvDShScwAgpV2N5BmWTXAe4TAWZi5ECOIFFN8rpVWFIOR2ZHrrHEv+FwVBEARBEK5y3rPy+kNE1AVAU2BHO88d33uyP59djsDecwDobx7cfW1xFwdji/BQTMkrZ/Zs3n72rWObF11/rJbIkdFNqQUti++M2/7NN1/YdqT31O0A8P2Dr+KPt/49AAzMaO44lHZcbyifbR7x8p2WeZ9lez+A5VHjZP3c2VRKzy1v863XA2AWgBMAmuLOoYpRS1qTrhB3ojzKnbI6ABEFH3ucttSS6sby3ROekzBFkA98mtHe3EwAFpe3pRznuONUeiXEUP198dbPW/nigzdcu3JmW9sdCfaPjZVLuW7ou8gMnDx9ftnJ0+eXJRg72Ccil0jWy40qyI5yYgMS0zo18qu3/9SrDmnSShODuwjUeW7kTFjciUgWRUCBgRYAmDG/63gh751LZVJ57Sg7YD1j8v4rY650RCqtryGi0vsu/4uCIAiCIAhXOVqpeQAqbvppUucBtCXYvSJ8O6XcAw8svfXA3Uo7YGoAACAASURBVIuue1iRqrWIB4NrxqM40fkw2i9m+6+vajtQ8wSNDSdHZb/UVs9z+UUE10gAsgDQm+99Ydgfrrh5GSVyuMoZbWvuaE5pR+/Vrs4qrXzd6p5Vjp6LQCSyCLxIWgCsK+4idvY0Qz7w6UcoJwdR0uoho/2ydy67/tXff9/PrZ3V2nH9Pxz4uyQCCRhs4uIB816hgWzUMIjJBcIcnuB9Y0Yn3JR2Y3N/KFJmbdfye8qaXgWAEZNdV903CN+phrySAH/Dw5tuKrVaY48986Xv3FLde+ZtS/aQQzL5CoIgCIIgTB1CtrYiaqgMbLOTeeNj6z6Qfcfi2285mT12Om9ydRNq1EosysywbCYl86ix4Tx6ZqxySz171gOwufj6dQDozV/0POu1lHeyqO3JsXzT0tuXb1o6+vfuPYe25fNeta39cvnudc5LmGLIBz79CIkJlLDKTsZJm/euu3fL//vun9o0o7ljMwB4jdXcrpj0j587dfaLT/31vq98/+tNZy6cn9PAOHkAzZFbIjw5CsYb/Z67KjqrMwD41q8OYwnCVUAegyu2RXpyEHnM4d+PvS8dOAEgQn3n8h+J4bjzEgRBEARBEK4aQrZ2UpFjcdu8no+ufe/um+du3ETF4n4ESiROVN/o860xr5x97bVnDj87uLf38PLTw+eTDFMXY8OeHJZHk6M2Ui3RAQAVca816qalJh0p9AwOZffm895NEZvKz0Xs7GmGiBzTjyhPjprfA03K/MT6Dz7/ziV3zHGUc2/lNj26+HfIGUnp1JAi5SlS5tT5s35Pf5/ve77xfWMHFg2l9h47uO/Pnv67019/8buzB7ND6wCUYvouNHANsWEvUeEqeb8wen2O0rE/FL411SKHBQACFSJEjqiyX56tSux8/M2TWw7tOHxvdd/iIJe1oowgCIIgCIJwyQnZ2lqFS8OWUCB+eNk9L/3INe/ryjjpLlTlnavygu5BMUmpb413dvii9dn4vjWm3W3LdaZmD2w58fKe7x5/0R4fPL0ewA2j4xAdneiFAYF4EtFWMoDreYeX2+EaAHQ49V1MuEo4EUd2JH/0zf3HZ6IsuWkZjQguwhRDRI7pR1jkiJmQHOV4v3bHZ7et7lx2PRFtBtAf3ndMfr1t7u0vr+pYPbqg3/yFDz73yt7XRsM//vBL/9DLzF0AopImJU1SBNQQOWA5dC2e8cs8OdxYkYPBYGZblmg06EvkV3sAModVbFWWEZstnzu44/C+vdv2RwscwejlikjU5CwIgiAIgiBcXUSFq4Q8iV3lFH5w1cMvv3/lOxe62r292Hyuuh/RmCfHyra1s0oeHqeHz5/85Z1/urCs6yIE9vTtiEArlbQUbc3QGD8iJ0dZKEzCEHgAY54coeNZtiGBQpMa7cfMOHOu98Xjp84vQ5DwNIrycxE7e5ohIsf0IyJcpdJPbOPMNXs+velHhmc2da1SROU5KkLfl+JE6wFwjTUVk1Q6la6QBooCRxzNCESFJEW8Y/N3MIc9OXzrj16fUyNcpWzsigzXBAodL8qTgygQOYxvDn3vr57tKGQLd9c6EFfW805a8UUQBEEQBEF4+xIRrjImMDQ7TYM/vv6Hdty76Jb1ilS1rRi6GUdlDgkMLhAoBQAp5VbbjjUTm2qtJiknR9iTw7Itjd3I2tIBAB0RrhIpcpR5cuzZd2zrcDZX085GpSeH2NnTDBE5ph9hkYOC78HNczfu/r+u+4jtSLfdEN4NOQSJOMtFCAaAe+ZtZkc5tKBl4YLyHdKhubcuI4jLtVFJrXCVsCeHNaNtqRqeHEXyGBM5SuEqoeMxh0UOTYEr4vZv7BouZAsr6hwHqBQ5GlG+BUEQBEEQhLcnIVtbE9m2VEvfJzd+ePdt8zbdQERRnr67AAwBeLasjVuc1izAW1IqrQl0V2mDq5yGvBMiyq7GUfOGo2fCIocZ8+RoZG2pAUCVeWiUsAiLHIqCzKPnL/S/kkDgGB0/4rUwDRCRY/oRpS6rv3z4d7pb3KZNUTsUyQGIDL1Y0bEycoemVKZRxThp/4bCVXxjRr/nKR0vcrS4TQMoTuxBFmq2imgk5+f78zbfZKz1DVvfs743nDcXm5yW/cyWC9b3fesb35pMtj/70vljPbcluYjho326dXnXf1UpZxDAjiT7CIIgCIIgCG9rQrb2w0vvvvjA4ne4MeJGiSEA76lubE91oD3VEersaqfBu4lJnKUB1MllYawNeUWXeXLUE17KQ040gIKx1hSM38/MxoKNZfZcGh72jH+AwZbB1jL757O9I8xsjxw/OzPhdcwH8GUALyD5GkOYIojIMf0IVwUBUYvbtKHmTtYMOEp31hucmcFg6xnfc9xQaMgFUpQlwIDIJyJDBANFRhEZ1ZrKMiENIksEgMiSCh5QxKSIiYgXL5ydTaXdI8pRUFpBKQWlFSmtoFOanebUBSJSRCAiUlpp9di3/4fjs+/k/cJMAHsRfPd18dkB4Ax7I86H/u2zGkEsZQpjos41EZe6OOLa/Ve/sTOxqp7vGb4p3zP8w/ydE4eS7iMIgiAIgiC8rQnZ2gta53USUUtUZyBI5ulZz2tyMskOYI3nW1MtpngEnAPIJ4IpeiJbIvIJsB3NzYMDg8PbQcQEcNHeZkVkiQIbm4isVqoPwBZShKIxDaWISs+9/rB568Kp5y1bspaVYasOXuzN/PvRnbsLJq98a3s86zme9bVnfce3vuNb4/jWdwzb6zzrj3jWT1u284rnfV/EJS746r7nQ40nT/dsZeYkXhwA0AXAnvv81icT9hemECJyTD+6AdwF4JadZ45cf3Fk6FqA8tvf/O2zBd9TvjXkGU8ZazhvvJRvfDWYz6b3nT+67Jq5yw/PWNTkW7ZNDChmdgDoH1h1Qx8R5iFQb10A6pmDuw6e7DhfoQSvv/faA8s2Lon1cnh5596TABbGbS+x9Lol+7VSqxu56P7CYCPdx8XFU70vDF4Y2ly/ZwWSCEkQBEEQBGHq8BkA6/tz2WXbzxx+v2XrfP/F7ovmtN1R8D3lG58831czrptxwmuzyy2sKhhvXkeqddNN81d+qy3lXstgDUAz2HHIeY2IbrFsXWZ2LKxztP/8ztfOHb+1/KCa1IH3rLr+2riT2tNxsn/WnI6oUqvVvAjgjriNff4I+i6OVLU2UiRxfPjGDJ06ezHqxmMtxM6epojIMc345LrPDCJw23rhkf2PPQHgNmY+//3Xvzu7qqtBVfzam2cPLb9l/poBImovb2fYLEFVqNMEMkpRhV+cNWH3top9CIaTOJNxjXCVKwQz921/Ztd149hVJl9BEARBEIQpwifXfeYNAG888tRjywD8NgDsO3hg6/5XDt5Y3u/WBTf1zm6eNbpo7y8M4UKuL9OSmrmkvJ/PfgpcmVRUkSrdSPQxtp6rmXdCEyWNV3lbll49eOT0dsSEztdA7OxpytvySyxcNkpiQdQEEDdRRiThRLjSCGCry1lbY+tIGOEEn1FEVTa5kjCzeeuFfXu8nFc3nCcCERoFQRAEQRCmHqN2rXLCS64ou9iyjRIiQm2KqDTgaLlaBte0KcuEkXq87daH/YPDe/oHhmO9S2ogdvY0RT74acgjTz3mIKihva7YFPc9KOWmKCeqfGs4zweRUboyW7L163hyACZRViBG0jrfl4x83nu5f3A4N5IrOIe/v2/mcN/wneMcSv4HBUEQBEEQphCPPPXYAgCPlv5WEeVbjR82Z230/cAIkUOVbkaO2uXMtW1KdZV4cjAz+gez3T0X+y/k8572fTOQL3gPYnxeGWJnT1Pkg58mdPfuaAbwwNnhiw8B+AiAGWWb4yYND2GRI+zJAU4kcph6nhwEP0nu46jyrZcLz/d3nzx9IXeup280twi3OlvRh1UYX3mqZBmmBEEQBEEQhLcl9OAiArAWwAc2f+Su69tmtv5w+fYokcOaCJEj2pMjJDroCJEDCFcYrNrninpyBMUJYBRR6DyZmfMF78yJ0z37evsGlzOjvCBCH4BjAKLLOdZG7OxpiogcU5ju3h0LADwC4L0AHgCQyTip86gUOIDaIkcFzPCrdWCO8KwgkG3talm48b51zyqtWGmF9tlt1VmKqvcxSSo8MSbfk4OZcyO5/Pah4ZxJp1w0N6XbtFbt+bx3dmAo6w9nc03ZkfzM7Eg+VGa3ZWnX3brJ3T64v+dGNFCfq8jw5FyBIAiCIAiCcLmgBxe5AO5BYGe/F8VFOFsbKgsSI3KEbEbDNkpgCLWVCQV7MGY8m57s4MCs5rbI5KNlIS71GM9Nu9oDMh16+fX9w8bYjQDOuI4+pbQqWMuu7/uzmbEYQcnX+RG7dwJoAvA6gI0NHlrs7GmKiBxTlO7eHf8C4P3V7Zp06DOn+EkvIkcG+9Xr+ChPDkVktaOXL9mweHnVpiEArZFHo2TiBTNPqsjhKN1927wV+S9+61ub8r5XfW6JVOPMnNabsif7nzdZ764GD3+4wf6CIAiCIAjCFYQeXPQAgP8NoL16m7XhNPoqwokiypPDMCfy5CgTOUar+jGAQ31nt0yCyDGpnhzLOma9tGH24o1OjnY999abADDP8808+A05ZqeByuSrCRE7e5oiIsfUpVpcAFAxKVZARB4zV3t0RHlyRLSFRQdFFOeSEZtclEDJRA47eeEqiujQO5etX5LSTvunH3r4pf/1jadjS9zWY87yOQMO08vZgWzryIXsonvuur47lXKtozUfPnqqbddr+66P2O16AN8f9wUIgiAIgiAIl5uZiBA4gCD0orqtOhk/ABjfhD05bKQnR8h216Qi13A2WiQBAFDynByTVpFk7Yz5W1fPmHcnEakHN2666dC5swdOXry4ajxjpR1Xr1+8+BVmxlunTq65YdGaIytnLRpKaYcdrfkvtn3jlrzvVYenRNnewjRARI6pS1SCUGilIycuIipEiBxR+TdCAkNUG1GsYBF5XgCgFHnhOi1hLNtJETnS2tl539J1K1PaaQeAGa1tt928YuXLrx46eGu9faO45vZV7c1NmVsBIEV628OrNo0mI73YO/CKP8wHHMcxKccxjuNYh1z74fvetyFnsqk3Lnbzq+dfaUGQA8WNeJTauz+57jP/OqELFwRBEARBECZCrD0bVTVFR1dXCYkOlm3UzchQmyKKXMOZsL4ySko76diNlSTtV5OPr/vA9y54R+9D0TOEiNIf33x//jee+ipzDTEmjs6WZu8Dt9x2CwAwc2HDjPW6M9Mx6kH9/MHXdu4/f6JFkTJExIrIpF0n+8Sexx8A4Hxk1Y84KZ1KI7CpHVTa16U2DeDxjG7un9jVC1caETmmLoWoRodUdSJRAIAiROR4jvC6iCgXayMSgSqEPTmYGV7e62cLh6011rJvjfWttT4ba+DbRHFzQd6iCcFrupY8+4HVd8/e0/tWhQr/3htvXtp9/NhAzvMi1fkyXgCwCWOTpCo/Lya0lHee0dV+49//5u9X/Ei1Ou1b5jUv+GMAKNjCVgB3Jzj3rwIQkUMQBEEQBOHKEWlnA9FhKDHhKklzcoTWa2XVVQCMJuU31hjLzH3MMAD7zDDM7DOzIZ+zcedcxYRycixsnXvs87d/tqcr0/6Ofzz4le0jfvam0rZMKrX+3ZtuePYbu3ZsrjUGgL0AFiC4dgeAa+xYiVwiSllUVm38ox/+2UEAN5T+ZuaRF85s24hi+L6r3AsIPHDq8c8AROS4yhGRYwrS3btjA4COqG2KlN4we9EWRYoUERMRFAhrW+dZAimtFWmlSJOiV04dHC6wOU0U5O0gIrXv0IneXN7zwVAM1mDo577yYl+uL7vPMjvW2gwzdKYlnS7kvTeNZxYDaEaQLJQAxLqoue2Zk50b59W9PhvhBpgEAp3RpLI/uv7dw2tnLL0XAFqc5ueH/eyoCqyUmvuxzfc992ff/c49dYZTQKWQUe6eyOEM15qZEecpqKAuuwuhIAiCIAiC0Bj04KImADfGbS9czGVnrW17tuhNAEWEpWtm5G/5yRVbHEeTozW0VrTn3Kne19488jzAxMxkGWp/KtX77/6u7ZZZWWZtmZVmunj6xcN7mVlba1NsOeWkHbPwmgUvnj5wdkV+OD+bmTUCceK+v40/9eXv+cxDI0TUVOcSx70+/Kcf+KN+IloCYAkAvHPhOzufPvp1D2X26+2r19z04v59p3qHhxbUGa4iB0e1l4tlW60mVa8PuPIPNpSsPoDY2lMAETmmJi2IyclBRFjeOed2VLuitXWF+h7N9rx1MTd8TXlbPu/t8H1TMbEPD430G89fU942MpSbWzVc3SRG1jfJlONx+nHMau489N9u/uid5W3rZ65b//LZV3sAzCq1LZ4565418xe8tu/0qesaOYty7cW3ds6LJ/Y/O6OpVa+dOf+uYAc2hLGcKOVFabTSInIIgiAIgiC8/SEA62M3DvpNdyxaXc9TAef87LaRowdvL28rFLzdCDyFR2FjDxQKXsVNwkLOw+FdR5c0dtoAGAMg1BM5Gg4lKWHZDmvSozdaZ2ZmrVzSumTLsaFj944OTtTyX+5/55u/+/RTtUSO0JrA2EqR4+jg0dyZ7Jln13au2ehqN7yQCYfdxOYFrEJs7SnAJamDLFxZNnTd+BJql0yKdbErR5EK576IyrWRsCpKPUjFJiutQGs1Ljc6z3ihSctVbueytqX7q9s/cufd7Y5Std6nCJGjom1Wz8jg5hODF5yx7exV9h/rrpC4drlMvIIgCIIgCFcI/s6JLIBtcds9L9la2tE6yp4N24Mx+TfGBSEybL2KpGEtIQzbXHXb5vn33alIHSlva29uvvnONWtfrDFU6H0w1la8DzmTv72/MLDZs95A1AAUFFsot82T5vQTW3sKIJ4cU5S/3vPMa8ba2YaNMtZow1b51mjLVt80f0lXkgTLKkLQIKJwktGE4kQ9SCWrrjKczXnNTY3nRHp42e2RQsKClvl3nBo+tb1gvdGYQUfrZR+6/c4tf//C1nuj9kGEyBEVRmOZR4/JYA/AaNZni7FYTPHkEARBEARBuDrovG7+gM44uwEoECkQNAEaBN0xb05sUtJytIoMVY5am03mei2JAT0PwCAaLNl689yNu1Pa3VTdrpV271tw/8D3Tn63ov3hTTes3nXkSF+2kO+MGC7KkyPSBrawsaqSIpWzbJuAYt6SZNa22NpTABE5pihv9BxaCWBZ9NYlPUnGUFGCBkUEi8SXi20MpRKNk8sXxjX5XDNj6eqodiLCxpkbFmw/v3MIQGup/dqFi+5a0DXjwKneyFJXNcNVxtrGlGhmrpiEGWOZpRVF1BaLRiZeQRAEQRCEK4jbltaoCispUWBzIskYTlQ20qiknzSp67XqEqtRNAM4gwZFjtvmXdcXt21x65LrZmdmP3c+d340550imvXx++5//ovf/uZdEbuErtnaUL67oH2sAEJIwlBQnkVR5ABLuMo0QkSOqUusiqzJedNVOkNElkCWSFkiYgViIlV6RsGY1up9o0rDTqInR6J+rusknaQq2HFu7567Fm66PWpbxsnMX9Ay/9lTw6dHYyiJyPnx++4v/MbXIktdJRM5MObJYWG9qh3GPDlIwlUEQRAEQRCuEmLt7MGRrNl5+NCrnjHGt5Z9Y6xvTfBsDPvGwrOG+4aHo0LLoxbyk7JeI0WmGMJRDx+B0NEQ/37shXn3L440swEADyx66Pp/OPB3Zxg8WmVgfmfXXesXLd75xonjN1R1D51nTHldMNvYMBQiKpQsdka4GmQMYmtPAUTkmLrE5pNY1bFm+ezmzkX1Bvia3fZqdVtUCMtkeXIkFTlamzPjSoh0pP90/q6FkaI7AGBZ29LNZ7PnXjdsNpbaMm5q3Xuuv/HZf9u5vTqBVEJPDi735KiYXMsFEPHkEARBEARBuGqItbMvDA25X33lpZsTjPF6RFvUQj5JHo26qCDXXL2kowBwFsDCRsc/PHBiKTMzxcTEp3Sq7Y65d771wtnnK0opfuj2O2fv+5d/HvGMKT+3sCcHc0y4Sg1PDqKxG6PMSXMIiq09BZDEo1OXWIXZt34iTwhNKionR6hfUnGiLgmHUWp8iUdPDp2vfXgibJi5vgVV791tq1bf1NXSeqqqe0JPjrEfK4vqcBWUeXJEJp+KQiZeQRAEQRCEK0utvBtJDeMo2y/KzpsU248UJfWEzo9nfM/4Tl++781afVZ3rrmlzW2vSNqqlVr00bvueaWqa0S4io28Oc9jpWRD7zthrIhCtR1eA7G1pwDiyTEFeeSpx+4FEOup4VuT6J9cqUiRI7SSnyyRI0ky1KDfuEpbbb2YG7gtbwpvpXXqmrhOrW7LilmZmVt6chcqS12944G3fvfrX6tZzztC4wAqPDlG3ekGAeQKBW/kfN+FXs/45txQT94Yc5IZhpkNMxvL7DOzZcvWMltXO6a9pfVkg9ctCIIgCIIgTC4frbEt6U3kqHXYJfPkiLLhY0ga1jFKk5M6c++Sa3r+49R3h35wxQdr9n3Xknev+qeDX+kHMFpqduXceXcvnTX7raM950s2euh9YABRniI2LHL4AAYAFIaHRgaGvOGMtWz7hwf6u5o7T5Tsa2utb6w1lq211lpjjW1vaTUGvp/RDUfrCG8zROSYmqwFMCtuo88JRY4ITw4VNUFOkiNHUqxN7G4GAG8gKIV1NwB88/CL/Y+uuhfHzpze9q29Lw+eGr6Q8oyBb3x4xpBvDQwbmjejbauxhoy15FurfGNU2nFezvu+RjDxDgLoRvBDpgHo/oGhkdkzO46V/gbg+GwXru289mhXum2uIrW4eE5tANr+/jtfb/7NP/+zUl3v2M+rxNL5C158+g//NFagEQRBEARBEC4L99TYltQyjhJDQl4ECfNoJCGpyJHYkyGldN81sxa+tqR95iYi2jDoDfLF/MUjQ30jmS89/Tfd73/Pu1yffXjWwLc+ecaHZz06M5g1/YU+1zJT8LBq5dJ50M36VVKktFL2g9fdliaQIiJNFDw/e+xNa5ibmFlbZm3BDpa1XJy1cFYWwK3F03IAzACA3//jvy0cOnl8JgD8Ev5kdr3r+foXvnRi2YKFzV3puma58DZHRI6pSR6BG51f9TAAfGPtKQQTcKlfofi6UP7oSLUcO5/tfaN8WyrlnAPw7fL9zIh3DYC4UquJiQr3KNtmvf7cm4W+XO9rJwYHM+nUFmss1m++1s+0pN3i9ZQEBweB6r0AwPrycXae3bfufSs327995ut45syOVqc5dUfU8facrnu6/QA2lDcUPHMKwJLqjhdG+o/NaupcWt2ect2GwsWMtQriQicIgiAIgnClGQbQggg7G0AvgAOIt7NL7T0Anq3algVgi69L++YAPI4J2oA2pgRrCWY+l897h/IFL9dzceAoM2PtgoUjNy9f2ayVgialHKW0ItKKlOMo1apJrSKi8rx1tL9v3zHT4879o6/++bL9c09EVSiMZdbMwLmDANuUSofs5KxXGPbZtpS3nRw6346YRKmNFivwjW8gtvaUQESOKcjTjz75lwD+cqLjfOHeGxP1owcXfXaixwIAm/dDyrfJ++eGD198M38hew2KgsVI2fa1t606hpZ0SFiII2cKbft6j21pbWp22LeNeITUJZ8vtFzoHdgxs6u94o3zrIl0+6snchDQ/3Mfe2xPynWV6zhq2fyFHZCJVxAEQRAE4Ypy7vNbE9uekwE9uOgLmKANaDzTzMwjRDSa4JOZueD5r544dV5d6B28CcCc8n2aFrpb57S0393Icfb2vbVqffrGPrbcPt5z5ZiQn6Wds3afGuxbMeIXRpOX+taPtadTjlsz9GbTmrXPveeue13XcZTWmubPmrMeYmtPCUTkECaD2AzTjWD9sdJQhb6RPUMHL/SbnH8LaniJWBtfNiqOv97zzO3cl3th6Ejv/M6N8waIaDyTcEiQ8Xxz08Ejp8/M7KoczrcmUkypK3IQFT72yKPVnib1fUwEQRAEQRCEqUQB4yjrGoIxCEITMw8ODGZ3HjlxdmU+790S191Y03BQOoMXvJl7bS8zrzu868i25dcvi68rW2scZp+IKtaq62YtupNALxzoPVsmcpjYcB7XdWquE+66/ib10Xc/Un1+lzkQX7gUiMghTAa1Mkwnhpk5e7L/xezx/jY2dkP9PQBrEte8HsW3Jn2xc2i+P5hf3rvz5DmnNb0PzIotFJg1W9ZsWcGyy5bd5kUdh9Mzm+czYMAwxRJUI8qNnFND/1PG+tEihxM9QAlOnpBKEARBEARBmLpMyg1F3zcnL/QNvnXyTM8NxtjN9foba8e14Deud/89d17/8nNbd912cMfhHQii0hVb1sysmFkzswPLLgN0xw/eWmDLZjQDqLEWq7AWEbZwdX5A35pxe3IUPC8qVl5s7SmAiBzCZDBRkeNMelbzXnK1P3yk952N7DgeTw4AmLGg65obHt60c+e3dl9rRvzFtfoO7u9ZMri/sk03uZ1uR+YlWFatq2auIKKZjqN3rlw2P42yJKIp7b65YdbKdVHjunU8OZg5apKV/1lBEARBEITpxURsbQvgVQDOju4D84nohqQ7+kE+uHHx0R9+18ZcrrDjlR17bqrX94V/finU1tyHl5kZd9x6XX7likX3AED3uePbTg31rS3v9/7V946Edi6ScmuLHJ4fKXKIrT0FkA9RmAzGpS6Tq3a2LO4sZOa23UyK5mVP9r/Y6BjWjE/kAIAFq+fdMNw3/Py+lw7c1ei+ZsRbYka8JQDQunLmcRBmaq3yHW0tFT8cBHDaSUUnQ3Kcekpx1P/npJQREwRBEARBEK4axiNy9CCoMrgGY5VHTjYygG/ivSTqQURNP/Gx911z8vT5I6dOn1/W6P7PvbDrVgCY0dWxdeWKRQCA89mBBXnjVZQ+SSk31jZ2Hadm/j3f96NEDrG1pwDj/uIKQhmNiBzDTlv6ua5N8w/NunXJDU3z228jVSyNVVX31t8LewAAIABJREFUOgkTETkAYNXNK+5q6WxuWFypwgAAM4f+nwzHZ7J2tVPv/y9K5Eg3dmqCIAiCIAjCVU6+gb57ALwAoANBXrv5o1sYDSXdn4gnBwAQUcsv/MyPjmitGqpyUnEO/lheEEUqZPf7bGIFIEfXFjk8P3IZIbb2FEBEDmEyqKsua62PXHf9mm/PvG2J7bpu/j1Oa3pFdR+ixhP9WDOxCilEhDs/eNt6Ijo1/lG4KHKE/58sc+xE6bp1RY4oTw+JExQEQRAEQZhe1BMJCgCeB/B9AOsA3InoKiEN3RyciCdHiUwmfe2nHvuh58e7v2/KRQ4Kixw2WqkAEnhymEhPDrG1pwASriJMBnETL3d1tr36gffdr26+Yd1NZ/v77Be/8822uEFIq4a/j8a341aGS6QyqfYb373p8PZv7FowrgG4+IMR4cnBNUSOtJuqV6JKMzOIyGKs9vpIzmTbEUzADoIfMBeB6uwW20vPpbZWBLXcS3XFDYLM0WkELnmpstel529ldPM365yfIAiCIAiCcOmJs3dPA9gHYAOAuwC8XHMU5kIjxUN8E1+5pBE2rFu5ef21K15/481DGxvd11SKHKH3wbMmVuTIpNN1RI7gPiUAQyBDoDwA6u7d0YHAzi7Z2mkAqRVtqx1FumRrlx5NGLO1Uxj7rByE7evSswXwSxndPCGPdCEeETmEyaA6XKX/2rXLdv+nH3po+by5M0fLUmVSbs3SV6QoqVrso7joZ8N5Zu7FmAhgmGEAtgBMsSKKZbAFwxSfLQOWmS2YLQPcMrvVR+Dax1UPlD2Pnmr566EjvawcdV4T4Y1eb9u6e665jcZCb5zlratfA0ERqCQ+MABn8TUr9Kt/+vR3OlraNmmlR5rSmRlERFpp7WrtaK314aH9XNxHoTiRMvNpIop6L7cAuA3AIIDZCd/LOB7Jmew1MvkKgiAIgiBccapt7d0AcgBuQXk4Sh2PD2bUrQmriKwi8onIKKU8AP0Ys70NM3vGWGZmw8y29GwtG8ts2Vprg3Y2xhprg6ZZMzvPAxhAtK1dTek06c23Dpuvf+PZ5z3f0K49+3j26rkvLbtuyW2ljs26bXB+06LXiUgrqOAGIpEikPPbP/HL87/8M//rmFKq2Tf+6ynHvRmBXa0BOMwMpRRhTNBIn8meeveQP/Bb1SekSfcq0l0I7O1767yNSdgO4CuTMI4QgYgcwmRAAJBKuXsfvP/W8w89cMfN6ZQbKkvlaidxIp+mTLr7137lU4uUIqWVdrRWrtbKoYDRiehrr7zkvrJrX1fV7lsB3N3IBfgj3gkAixrZp0TuzODo68HjfVh3zzUFFJMWEeBppa+L2i+dSmH9sjVHAcwBMIJACa6AiPIIu80NILpWeheADAIVf6IixyoAHwLwDxMcRxAEQRAEQZgYBGAYwA4ACwBsiumXOIz759/76Pa2TNNqjN1Ic4iodGOtZLM3IcjtMYqx9vhP/bffWdLY6QMAXgRwR6M7nTrTg1Nnekb/Vs3ulmXXjR1+dmZWe4vbGukhsmDGXCC4+demVUoDqPAoj0oHqJWOvOnapFsOAbgJwM0ALgKY0eClVPNLOZP9x4xujhN6hAkgIocwIbp7d6R+5dOfWt1rLr6+/toVG4lobVxfV+vaiXxKCUiLtLU2d9Y7vtY6ajJveLLwB3KnMU6RIwIPJZGDVL18JaXZtQnBD1P1xOojnAApzrtiafH5VgQZtWfF9EvK/8iZ7Fdk8hUEQRAEQbgyPPLUY2udlHPML/hrAdxTp3sdkYNHbUhHaYeI2uuMFwpXIdB4148TvQEHALCm8hIdVTfHXR6BuJHIno1LEdjsNA8VX7YgKMk7UW+OTQDeA+DfJjiOEIGIHMK46O7dsRDAJwH85Ac2P3j25bOv1o2xSzlOC4IJJnL2oDKRw1pb97u5//TpLcd7ehZHbGp4Uc6WJ5TAtIpRV0FF1EjJrwEA1cJOlKAR1XYMQEnWzgB4CROffDcCeATA1yc4jiAIgiAIgpCQR556TCOwwX4KwAMAulHlhRBDbRuYx2xIw3UrFL4BoLe6kWjc68d6uegSYW21yBHteVEGVT3X6Rxd7THjNJffdLwRgd1eTySqx//Mmew35Ibi5CMih5CY7t4dhCBb82cB/BCK6q4mPVRrvxJFl7BRL4fQ9nKRg7luoqOvvfrStQMjI3MiNjU8UZCrJ7Mm9qjIQREJkqoon6mj+ka0sY2Yp09iTOR4ExN3oSvxXyEihyAIgiAIwiXnkacemwHgMQCfwZiHLpyUM+IXJpxrH+AxT44EN/guAAiFnxdDWsZDdpz7VcCWK4xgR+la58OICAcvI2RQU1QMCwCX3PIbqzsQhK1MlDsQ5NPbNgljCWWIyCHUpbt3RzOAjyBQk6+P6NLI92g0X0U1utldgGLIBicQObTSkzDbF8fKOBNVYsdg+KUpUyFcz7uK8ok0kcjBgI2Yfas9RhrOXl1GHwJh4ykA35rAOIIgCIIgCEIdHnnqsesR2NkfRcSiXCmaFI9jf8QfSqUCs91wXZEjzvNhvB4ZiW6K1qM6XEWRquXJcRJj4ejj9uTQpHuIaGFZUzvGqhaOh5cQ2Nn/ktHNb01gHCEGETmEWA4P7ls+7A99GoGiXJ3cs5xGvkexwoRydLty9XbrmZuYue6YP/ueR7pe2Lf3uW/u3lkvPrH+SQ3mewCsnOg4AMBgUxbPl7xOV/LQlKj3sPzzuRbAAQTJQ5NyAMAzAL4G4LmMbm4kzEYQBEEQBEFogO7eHalf3frEBwrW/2kE5V9joeQiR027c+RUf0eqIwMAsGzrjXkHgKjE/OMVOSYlJ0e1Jwdqe3CXryei3puwJ0eEyNHstBxBZa67XI1jRjGMoDDCUwCeyujmUw3uLzSIiBxCBTmTVQDeBeAzzU7rzGF/6LZ6+xRLoyaCAL/WTNS0qMMbPnwRzOFER6GxiJpcrScnhi1wTbsAYOaEx+IxEcKyrXcd5ecfJV5EiRzVP0oWYYHmFGqLHIMAdgJ4GsA/Z3Tz4TrnKQiCIAiCIEyQ8rx2lnkYwIp6+yitJsWTo3BxZBNbPkaKltjq5BZhHESHeoxX5BgY534V2CqRw9S+joZFDhCFPEOandbhqqYkOTn2Iyg3+78BfC+jm6vLAAuXkHqJWoRpQs5ku3Im+7MA9iLI8vseQuKYu+RiWZ1EnKSDYybx5AiGa8RRIp70zOY1bmemezLG4jIRomC91X+y62+21O4+SoSgEc7pwWWZsYscQrik7Lro8fB9AA8BmJPRzfdmdPPvisAhCIIgCIJw6eju3UHdvTvu7e7d8Y8AjgD4FQBziZKVfFVKJb2pV98wZi4AgG9tkjFDa0Ui0uM0v1tRw6M7KWwro7Z/65UnZhi2Z2O6lwsy4/bkyOimajs7DWB3xHj9AH4RwLKMbl6T0c2fyOjmb4rAcfkRkWOakzPZ63Im+/8jiFn7A5Td/ae4GkphGvLkqLU9PbNlHQAGkokcTvSk3/DUq1zd2bp8xvJG94ukKsbx+ydeuvfXX/riFubGnU4ouhRYddtZZgYzs2XrGTYDvvXYt/7LZX2eAfAOAO/I6ObvZHRzo252giAIgiAIQgN09+5o6e7d8UkAryG40fQhVNwcTBaGovTkiRzeUOEUABiTSOSItMeVUuMRK1YgKL06IZgrr/HwwIkVn/uPX/d96x+L6F6vsECUyBFaHzvklNYIBsAIAu/v8vXPGQC/BGB5Rjf/TkY3H61zXOESI+Eq05CcyboAfhBB5ubYfBbMiauUJBc5iHzUWOwrR7UAGGZGJsl4ukZCZWaO9PQoig0MhgWzz5bzbHkEAJNWz7KxsxGIMbbswRF/lz9Qet7+jZ2ecvRxtoz2llbv9z73CylNSr3V9+b3W9wmBwAxmMCsFrcut4rUqwDUh//6F4beOHNwyLJVlq22zGpuW5fWig771mjfWu0ZXz/ziT8dnt3S1Y+guo3TV+j1enJngWCidosPKFLHV7St+UsAf5DRza8leT8FQRAEQRCEidHdu2M1Ajv74wA64ntyohvOpGnSRA6bDyLH/eoMntFE2vhaKd8YW3sdSTAALCkqQFFOaZUjV48A2EuKfFJkQGRJwYKISZEN/iZLihgELrYzETEUgQicbs3k9h8+uYUZYMt4x7pbRjbNWdP8/RMv2weW3FkSOlTxvbgIYA4ANVQY7B30+3czs2KwZrAy1p/ls3+IAQWwBuA45OaXta7qJSJNIAdAHxHNL106ghCeJgQh7k8jyGf3t3ID8e2FiBzTiO7eHXMB/GSb237L3KYF763X32KsfjYz+wgqeHgMeAD7DBgwG8+afG9uGJatb6z1DFtjrDWGrfGtNZaZfWusZWb/zNDwYN/wMbYMWAZbJrc9nQVRKywTW1YIJib9c//zDx1rrWLLyjJrZlZc8QzNbNcy4wKCSUcj+E7fjmKVluI5jyBQju9EMFlrBBNfaZ80xmLqRst1jZfzxy6MvaaenpWdC0cTFRVsvqIvgY6hWPq1Pzd0qD83WBGXeeTi6fABmE+h7Acz52cj4wEt23/P6OZfHM81CIIgCIIgCMl5Ys/jpbx2P33nvNsfTFJq1TK7xZtvlpk9y+wxs88WPjP7ltkHs1WuzkLRPiL4IPJAZIhgoMgQkUUgBFhS6PUG8tVh0jkEYc0KAA0dupAaPtq7/R9Of3Ogralpt7VW+cZoY6wyvlHGWG2M0cZa5Xm+6/vGNdZqa622JngueH75GjILwJ9151ICkAHgFMuwluxsF2OVSMorlIyb3r6xQi1L04u2/sSGD94d03UrgFsAwOPCC8P+0KZ6Y1vYs45yyhP67wOwIKb7oxndPCn5UoTJRUSOKU537w5CsOj/KQQucq5v/WeT7Pv8yd3mL9/4qrWByuwgPgHRcQCLI9pD5C9kj+QvDi8rb/P6czsQJPApxwwNZcdbh7uckmdDGkjmHTKZMPMMYwxrrSOVdQb7paggR+lEk6RflWApZ3JxE+/kJCwRBEEQBEEQInliz+NdAH4cgedG6WZVHqifRP+VXfusH9xTVAhs1XRUP1rYemr2wtY19cbzhwvP9+46VV2pZTeA0cU9GwYbgyOHTj5b3j4BSvkqzhNR2ySM1xAn+s5G5aArUe4pk8wuZq7+3AZr9BZb+22KiBxTlO7eHU0APoxgwr2pfFvyKBQom8yNLnG4inIiY/iiJqfJEDjKuVLfdZUrFLItTaGERSVGE7G6SteapEfxrT8qcjDzkM/evJiu8v8tCIIgCIJwCXhiz+PXIbCz/zPCCeAT2XRIbu8m8xaIzqcXd4zJqVA4NtowaHLKxDZCf26o1ubRdUxUQtEoOPx+1StRm/SzFi4jsgiaYnT37lgG4NMAHgMwYyJjpXUq6cRbL6nPKNrRUSJH3MRtMHlixxX7rnu+VwDiRI6xSimOdhJ6cozFUFrYYwgqqUQh/9+CIAiCIAiTxBN7HncBfADATwOIC5EAElYRURSuohdDIhsxJkRmsm8cRsOcvxKODXm/ZuGSMZEjcUnGkCdHrTKxDgKvHeFthiyCpgDdvTsUgHciUJPfizpVc5iTJTlK61TS6juRrnVRxHhyxE3cHqaAyJEveLFlc7lM/U0aruKZMU8O33q9NbomFp8EQRAEQRCEaJ7Y8/g8AJ8A8CnE52coJ9HdfUUq1kasIpknhwpXBsFlEjmY4V2J2I28X6h12LJtke9NFNVrhvmRvQJSAIYTjitcRkTkuIrp7t3RDuDHEIgba5Pux+BEc1BKuUknxcQih9aRIRlxbmAeJi+PxhUrl5z3CrESMzN7penXTerJYfzR96tg87XuAETlTxEEQRAEQRDq8MSexwnAHQjs7A+hgfBsJBU5lJrUUAeiSEHj8qz3mK9IAs46IsfoZzbOcJURAHNrdG8CUOuGo3CFEJHjKqW7d8fHADwOoPVSHSOlE4scib9HSkdO5nEix3hqcMdxeVz1IvB8r8YP2NgPQsZJJ/qh8+yYyJE3uVreGlfsmgVBEARBEK5WntjzeAuAZxFOjJ+URDadpkgP5yiS5c+ghjw5Jtvx4oqIHJ71a13H6LUnqXYTwOXrmhMAVicZX3h7ccXubgsTZgPGKXBwwprcKe02IoJFxqMxc0W7dlTUBFjLk2OyuGLf9f/vySeOxG3jspwcST05vDJPjpzJddXoKiKmIAiCIAhC46QwfoEDDE5kw+qJe3KMVPw1DT053jhzcNPZwQs9MZtHr53GF65ysYG+wtsI+WCuXsY9kSTNyZHSqcRueSdO92wzxqTYsrIcPIyxbqHgdbiOM2yZlbXWPXfiQqOJRyeLK/Zdf+WN1+9gZkTlO+KyUjcp7Sb6TPN+YSxcxeRH40KZGYat71uTN2x83/r2iT2PL8ZYjXLdme5U62dcm0IxG/SGrht3jv/KBEEQBEEQpiQTXbAn8tBwosO4oygAeBHBTTtCYNv5AFYBOFj82zHDXlS50zh7flI9OZivjCcHgLYvPPs3O3/zBz63OWJbeeLRpF4X5e9XrnwDMzOCG7sFAP4bF7vnbu951SKwqx0A+rqZG3Rbqs0t/n1oQ9eNcQKMcAkRkePqZQICQEKRI3lODpy/0Lfe88ysqG0jGEtJYXxzLuqEYoadTJHjkntyzOrs6nnXnXcfSLmuzaTSNuWmOJNO8ytvvO4z8zuiRA7D/kUgtRUAfW7zf+796Xs+us1RWjnKUY5SKlvInetsaluolNKatKOUcj793f879Yd7/uIkM7sMdhEkPEohmJRLkyyanNTKB5ZvOFb5JqhdAK4v/d3du+OODV03brt074ogCIIgCMJVx4RsUAYnEzmUk/Q4aQT5QaKYOfqKIm3qyxOuchlEjs6m1p1tmZacq7V1lcOu1uwop3D38hviKkoSgK0AKK3SgzPTcwYVkSKQIiIF0LCC6iQiTSBNRM5AfuDIX+39i7UAXE16vSI1YNikLNt0Ma9hBmM5A/8WwIryAxq2ezBW+fApAO+f9DdCqIuIHFcv4/fkSLjgT2kncXUORSqf6PdAUSM1uSczJ8clFzk2rVl74hc//onbq9t/5N2PHIzbR5HqAHAXACztmr8NQPX+zwHYWN7gsZezbBfWO5+osCSGrW77ve7eHfds6LpxcmulC4IgCIIgXL1MbMHOsEkkBFcnq6yHhIIEKYpa28XZ85Ock4MvuS35y+/6sfSNS9beUN7mqtQLS1tX3BCzi4tiqV9HuXu70jOqCzWcBFBhU3uuf4HBiwHAZ79eNpTQ58dsyxdEjxbt7OdqjiJMOpKT4+plIp4ciTw0XOUkTyiqKFHsIRE18qMxmZ4clzwx0Eg+H/d+xf6IcOUPQqJ8JQoJ4zcjJuWIUKW7IAqzIAiCIAhCOZfJkyOxyJFszRYtclyucJVLLnLkfC/0vta5iPJrT5SvREE1smYIXbNFKDfJ73X37rgS1XWnNSJyXL2M28uBOZnIoUkn/idXKmGd78Y8Oa6qnBy797213PP9YxGbhuL2Kcb2jf6Z5DiKIpO3hseOKBVso0OVfiXJeIIgCIIgCNOECXkTJxU5tNJJ7eJEazZSFCVoxHlyTO468DIkHv2nHd/rq24zbNM1dnFiXpcIrXVUdIWaOCI8OULvw60AHmpgTGESEJHj6mX8IkeQx6EujYkclOh8iK5YuMol9+QYHhlp8XwvG7Gp1jXXEznCnhyUzJMjKiwpRuCaGdEmCIIgCIIwXZnQgp05qcihJlXkAEWKHHH7TrLIcek9Oc4P9UUINjUPq2NelwiNR1ATEzlgo747YmtfZkTkuHrJ1e8SSyKvBq1UA+EqST05ImeiOBeuq8qTAwCsjZzYaoWrVP6ZAJ3QtTGqig7DXrnSYoIgCIIgCFcBn1z3GcYEbG0OhyxE4iSPjEjUMSYnBwBE2emTug6s8k6+JBhrIs65ZiSIG/M6tq2BKixAxFrFRr8PYmtfZuQNv3rpH++ODE6UUNQhJ3EJWQXKWd8MwMJjZp8t+2A2bNmHZZ8ZBpYNGx4GsBPBpGAB2IWz5vV+/OEPPp9JZ2zaTXFTKo1MKs2f+5P/py2bH6l94AiI6OJvfeK/79VKk6M1uY5DI4W893Nf+vW7Gh6sQYy1DXmfWLYNh6vohOEqiPbkiPpBk3lAEARBEAShkn6MVdFoCJvQk8NJHq7iIKim5yHwdC49m+KzD8BC0UhqZrMmIkOKLBRZUmQXuzM8R2uVclx2HIdTrsvZXG541943G784AL/wY//l2c033pQiUtBKKSKi//70E/6JgfPjGi8pvo28WVeL8jVPlL0baiM0JHJEeHJEClxia19m5A2/ehmYwL6JPndH6cTVVbKHL9KFt061J+i6obph4ay5z/3yj342JED88pd/b8c4RQ7vsz/44xVltgZHhrM/96Vfb3isRjHRnhyxHilVnhwGwefqYezHK4eg/rmPoHzYsuXti/o862/XpKwmZbXSzGBPAaSVYk2atVJoSzUPo6oyi41OOivzgCAIgiAIQiUDAOaOZ0fmSHswRMpxGhE5Wup1Ulqh45o5ofY//+RvDrRnWirs9O+9vG3358Ypcty24Tq9dP7CioqAXa3tz15qkcOyjXDbiLyBV6J8LaMRfKYWlbZ26WEALNOk9dK2ZTs1aaNJsSbHaNI84PX5REQKihUREykc7j/SZqt0jhiPFrG1LzPyhl+9TCRcJZF4oZVWCP7h6yqa2k2cHTpEwfcj/cwcnbh2eAXMHPpep3Ryr5SJYIyJOud4kaNyHlQAqoWiRcXnbgQK/rJfuOUTrQBuKu80UOh/9Vzu9M0VB7XmrW1nX64+nogcgiAIgiAI9Rm3rW0TllNNO4nvJ07IVvONCYWrpFKpcYer+MYPXZ+bPJXfuDERnhxRdn8Z5ds0wnZ2iVcA3ALgLa20e9+C+0MlaQ8O7N3P4NXlbccGj++ovr9powUusbUvM/KGX73kJ7Bv4hkVwQRfVznW7vgECQAoeIXISdbRzviEEw4nVnUd9/KIHNZG/ajV8uRIWlKqXGwKHYOiMkFTWJyybDUCBbvk3ugx89AjTz02F8F84BSPM/T0o0+eS3hugiAIgiAIU41x29oxC90QmeQix4TsWM/4YZHDdce9DvT8sMjh6MReKePGso3IN1d3PVuyoWu9h6qsb1yIUsieJ1Doc7ZsrWXrM9gws89g0zPUl37HH949r3gOGsE5Hz73+a2TmX9QKENEjquXwgT2rVVqqQIC5RlcX+RwEueJCOGbaE8OVyeOU6wgarJTQaJki8lPtmsA5AnwiKiQy+eHABxBmfubgrpIRNsBYgXyiZQhIkvB370AthTHKr0uvR9UfCgAawCcHrvESqLiB0e8EYXALW9UvCjYgiqOpxBMtE2+NWkAZ6p2PwNg/jjeD0EQBEEQhKnAuG3tqpxrsWTcdNKbXRMVOUKL6ZTjjNv1wo8QOdzkSVQbpQAgT6BCxkmPuCp1XIE8IuUTyNekzyG4KVu6iVd6cPFhENi9jDHbGmWvCWM3dA1i3msCmeoCMg8seiDfkeoaUqQcInIIpJ8++q948cxLJds7DQAvHdj3fgB/UDXkjwP4i/G9JUI9ROS4eplIedU0M4Oo/rxKRIUkyZK1Mz5BAgDO9va0ffmZr7ycKxRs3itwrpCzzW1NfseijuH2QtvzRMSkRh/QWrPSqjRFWaWUIkUgRVCKyHEc+2+Hv6+MNWTYwrAhy4zNH76TSSuHFAV7ENEC01podtPNjqOV42jtaK2/8PjftxhrF5ef45M//zvb33nDXctc13VTTsrNpFLpI0MHd4L4JgDNZV3vq76+zvSM/hnpWTdVtxd5FsDm4ustAO6t8VaVPCuiRI7Qh6lIOQi75YV+gWKySM975KnHUk8/+uRExDRBEARBEISrlXHb2klFjiY3lVTkaMQLO8Q33th2aG571wnfGM77ns373v9h783j5rrOOs/fc869t6reRdKr3bYsyZZl2bKIHTnO4iUrZksgPYQ0TdMflg/NeGbcMOlPT9MMDbQHuqFnmoFhggcCBAJh2JIASZwwxIRE8r5I3uR9k2TJkl7p3Zequvee88wft0pvVd1Tb51aXkuynu9H91Pve+rc7byqU8/53WexE9NT80NbVp+GIiYCQMTIbG6QIq5LAVsKaytXrNpcVEohCAKEOqBn5w5PPfrki/dZ5rN5MmiIpy6/dMODRKRIESkitWlo1eltYxsuCbTWiogCrYPHX3t1/JmjR5rs3Y0jaw/c86/v3hbpIAhVEERBWAhU8KwiuoGIoob7d5ViLQG4YpnbT+AvElm0D9PPPdANdRREOhppbCNQ7m+vHA7XALZ6XpPQAyJyXABUzOJWLCWQDACEk6cWN/7tQ3//YJKmHKcJp2nCcZJwkhpkv6dI0hRJmiA1BnGSUmpSGGOoEsf0yKe/8r6pZOKBslkMASZmEMCKAXX2lVkdue/w3BunTkxbYwO2rKxlzdZqa2xgLdfabGAS875lbmFZZhbm9tz527/U1DZ2yZoXbv7Ee67Z/O6OzgSzcMTX/fGzX8p1HF0/Og+gaSK6YfuuN4fDwqWNbUqrl02Ll+Ha0TXRprUbmiZWrTQbj+TZHUpqNb7X6YuuiCUvkSaI8iXD2ogXeS8XalsqOEJ/HkOCIAiCIAjnPYemDn4XlkJ2QwDBsTfGj5OmB40x1lqL1Bg2xrIxBmlq2BgLYwyMsUhSA2MMGWOQJCmtuW1dde32saMAjmHJK7f+enb7jst2zH3hiW89j6UQhvp7QUNbAGC0n/v7ywP/eJuj+eDwtrG9nfb9yI233XfHrR9v2v+Pn/nqviNTJ5uPGWLfJZvW3tzYtGvdpfddtXZzU36LE1NT088cPdK0qyLizaPr1rec2tc1pNN6tvE4nQSPeWQPFTfn3iEyuceMnK+k4oog10q51gLenvVC94jIcWHwMQB3NzZoDl/5v/78T67q9YCVJF5cTBdsXrU9AAAgAElEQVQKKSfvWa7f/On5o1Mnpt9ypdEa6/t/czm1tXWWycUjukp87diy9Y2Z2fnZQGmrtbaB0nzJuo25VNWuODwXvrXSPbiy9nqk9Q1CfkZtUwIr16bae/SsfAYpQRAEQRCEc88X0PLQ7A/++MuPnZo4c1MvB3v39r37rtt+9QKAm5frt2l0bBbAtb2cYwB42aeJI8modoem5AxKy/ncc+tGVvHGkbUHFCkOlLZaKXvjlutc+U8GJXI02sgxlhc5bkVWOjgHucvF5r02kBc02tjaYmevICJyXBjknqYPFUp9ua0tVsvTPh+tkaGhfqq49EwXIke7iSpBXiHNCRqWbS5G8eu/8UebLxm+dHenExPB5gNH8jhE3raH9O2Y39Ehcnh6ctRwVdGR+UEQBEEQhIuBnK0dBb0n1S9XKwyPcJdiWDiXC12v+0tM/jYCz/wbLpHjxm07g1//8H9sF8bdiO/YLCda1PNw1PG55zbnzYehOEUOcoSrKHeNBY9rEXpEBvfCIOeBUCwU+kpA9NrMS9GGsbXLenEAwOzC/EI/5+kVtsvWvG6kT5GDc5OdYWcZWAf5ScyFbxkxZArxPkd7a4KkaQAPocHdkcFzyJKTNuzk58lRI3W8JwqzIAiCIAgXAzlbOwzDnj1xjTEKS6HmbVmMK/1US+wXL/vU6cnhNDHzD+uMsxqKt40/CJGj9ZoebdO/MQmpRXPokAKgirpoFtL5pp1cIeltwlVc1yZ29goiIseFQX7i1b1nRAaA1Dhk2RbGJycPHH7z+EqXNjLI7s9gyQ2MAq3nxgqrDkQ6TEejkbioC7yQltXrM2/cgOa8GvXJqHX2cN2fV7iKb9kv73CV5TWOxsk3RAe3xhr7ADTlQFGkX88duHtPDt++giAIgiAIbydyNmKgek+qHyd+OUt//4GvrHjZVWT3liCzl+ueDXbTyLrZKAgfiXRoL1m1IakkFbx0+sja2erCnsad49TpyeHyPvYKV7H8loocQLO38h648m207790MRQ80trWZ7iK2NkriAzuhcHARY44SZYVL4y14z/9q7+0QQ+Hz4SjxX0q0gEpUuCaaMmNPzFuuGzn7C27rl87XCrpYqGgh4uloFQsBsUoCoeKxbAQFaJSoRAVoqgQBmEYaB0GWgdKKQ3HRBKqcPW2kR3XNbYtJuX5H/uHnxtp7YtM0GgN33F9u+Tu2SVo+HpykKcCzsuHPFKbn7uCHJ9lQj4ZKQDVprKO655FYRYEQRAE4WIgZ2tr3Y/IkXRcyD/w6tP7Drz6/Na5V87ss4nRbKyumYIMAhMRg87amvRv//ufwmhxKChFRV0MoqAUFYJiGAXFIAqLYRQVgjAqBlEU6iAKdBAFSodaKUImAuSEgK3DV4xGutDk1f2Dn/u39z3+xrNN/dJ8ZHe7cBWHoOHy5LC+9qVvv04h/PMAVtd+7jlchRxhKK0lZWv9cm2Sk+OtR0SOC5QwDPsKV4mTODeZ1zk1MfH4j/zCv9t+empy69DWNW8MX77mlk7H++73f2D/J975wZ4rrLRi2Q63tkU6KrXpnqBnkcMZruLnnuiY7Fy4JsAGVJuflz1z/lLyXhttRA7A7fkiIocgCIIgCEKNMAh6FjmqcbXtgyvLdvIPHvjqC3914JsfsIk5HE+VP9CubyOfuP6Di8Ol0lCv15S7DuTVi+GwmLOBXTk5NClfT468yOHvyeG7Tu3UrzEkyLcscIyWtYXTg9vhru0qF1sTm3LNntci9ICIHBcGuQ+kVtp3gnBSTfJ+dNUkfv1/+8zdE1/d/613NTR7eRckJu3ZC8EFM+dEnEBpjUyNbfXmcC3QXW2unBwuTw7fcBU/kcPhqtf2kD33c5aQdX6+GZwSqGXihnHcjMwPgiAIgiBcDDhs7d5N7UoS52w1Zk6ePPbyQ3d97Y9umKsu3lxr9M77kRpH3EgfuPJJrBsey/Uzbk8Ol82aGzCnyAEeVNWURtJl+jeOsW8YfgV5kcPLk8OVr8Tl3QGxs1cUGdwLg1yFk1AHff3tkoZwFWPMyT/8uy++8rtf+IubjbVXNPZrX1205XiDFjnAzvsjUJnBrSKHa9L3DVfxCmFpcy0+3Zb15EhsgopZPGCZDQGTRV16iME2iwViZtQ25nqEECqmHCc23l9rIWYmBhOAV9GQIIlAevfaawMF0kSkCKr2SgqZenx2+72P/Mp0MShEmnSgSGlNKrD+X0KCIAiCIAgXMjlbe5DhKkcmTz74y/f84eVvTI2/v7G9mxOkqWnrhd0LrnwSq4rDOeM2dZjFbRKPOkSOfGgK84qIHHG7/vPJ3CuW7TGGNZbtPICTlq1dsrEtGm1ty4yRcIRqdjfVbe2FdN4CeLh2nxqAYsYsgOewZH/rd298z9br191wVBFpRUoTlJ6+dCb+Z9d816xWWmtSWisVKOpDRRM6IiLHhUGurFWgdX85OdIkZeaFrz+w//G7fu933lOJq7e6+vnWBYm7EDmMMZykaRynaZwkSRKnSRInSZqkSVqJ4yRJElNNknjHLbtyWak3D294sZJWjhKRVaSgSdlSUFpMbFJQpKBIsSLFO1ZvXoh0eFSRYq0UCIR/PPLo7HxSPtN4vJcmTiaHZ87sZ2aytW37yFVTQ+GrDzODAFYMqLHCulNrorEtaJjY4IjfdFETIJwspHP6TGXcp4xW1xARxgprEnROyIRVheE0VNFoY5sGgo133UrI5okAAMbvur+8EtcqCIIgCIJwDnHZ2n2Eq8QKAGbK80/98j2fLTzz5qvOxPLdPCGMU79spsyMJE3TJE3jJLOxG7c0ThNTTZL0Q9eOJUOrm6PDd23YbtcPjx3UpFgpsoEK7J7NO2fWRGsfAsAEYiLiHau3Tr40euS+uu1NIIxGQzNVE+9TpBAoDU0K60ur0s1DG/YrUkQgUqRQ0qXFI/OvTSITEBQDSpGqbBu5cgRLNrZG9jdZ6zk8bW3yk+XjWwFs9TwOAKBs/IpLMuwsgN2NbaWghFLQHGGviAplnl3VsnsIAB/78k9pLNna5Xs+/tmeq/oIS4jIcWGwAGACmXdCCiBVSlVG140USCmjFFmlVUqKOAiDRAXKrFo3urj+8nUYWTu84fUnj5yuLlRD0oqVIiZF/OiLz0z9wu/81sbxycll4wDZ+LnR/f2TD+Lhbz7ybDVJdBzHQTVJgjiJwzhJgjhNwiRJwjhNozRNjxhrr0ZW3rW1xGsT//Lrn8zVlf70h37pKuSzIr8J4NLGhldnX3yZwTsb216aOvrUcxOvX9/YNp9UctOiInogscl7G9sSG+8H8I7mfurkctdfZ7lwFYWVVXETmx4CWM1UZ6ffXDixicH6mjVXHy8Ehe1o8OQ4Mv/aBDK3vKDWFvzMX//mFwFc03C4fQA+uJLXKwiCIAiCcA44XdvO2tqFUmFGafUaAEtEKREsFBmlVKoDlazZtLq8cfuG4epinBx55qgmRZYos7NnaXHyN/7xLx77+rMP3bTsWbVa1hZu5JM/96lX0zSdNNYElllbawNmDi1zCOaQs0VzBOAJADehwzrvC3f97vjH3rupqe1Hb/yo/tEbP7q3pet9aKnq98Et73voyrHNrbn4DgJo3dfF4cTG2xsbDGMcwMaWft08WMuJVHUIlHTIj9czsY2Tqqk+zWzt/hP7w8QmoeH0xEw8sxUMXQvN0aujVfF163afwZKdHd5/7MltP7//botmretmAA+tyMVeZIjIcQFQ1EMPA1jf2Paxe35Kv/9HbvFSdHfetGNX/eehIDrx3st2Hv385++5bHxyckOnfdn4hW6cnp0KXnzm+HWde3b2KqiTmjSNVNT6f9QlGHiFpgRKe8XhGbb5mDuHS0sX4SpthYw2ZV4HxoHxg1cZNk0eGiCaAbC9pWsFLWq5yl9ap5JbgiAIgiAIFxx7xvZ+tLVt5N1j/8f3vvv2H/DZf8fepWjvXWsvuX9hrjz2N492EDgAKK2Kvtc4Mz93GYBtHl29VvSJO8WHa19XwnuXbdtPaVhXWzdFFpbzrh5oLpNGTi6eDL91/NvvaGmuAGgK/09s8ipa1nKKdIj82IqtPSBE5Lhw6SoHRkBq4fpN2x6/ZGTNTUT0njAIDvjsxya/4HfiSiXc5lI8+yFO0yQKcyJHLmYSjsmLQGmraqspX7faRWrzOThdcYttkgjlWC72UEH1VSWnEwTKCTvsTnKV6xfqoLUtn41KEARBEATh7UlXtvam4dVPv3PT9iDU+tbnK8ee8tpJkbcnB/wX614PKOPE6fzgslkdNn5fIofL9nW1dbNObStyrKQnB7kXA7nrto7Q9cBdREJs7QEhIseFi292YOxcu/mBXWsv2UVEZ0NTwjDwi/fyTcpB3hNbFyJHnABDrWVjp5BXsfNjQbCt89kKeHJ4fvm19+TQFOQUfAIlAMVElGioheFw9IgiZbM4SMWqJbszEYGQ5R3JfiZFRKSg9ON0cGfKzd+JLsEGji/EKC9yeD9tEARBEARBuMDxshtLQXTyli1Xv1EKo7OeG6Fn7jyirrwVBipyVOKqq9lVojbvyeEWNPpJKNpufWA8j9s+XIVUFc3P92ytfwwg0aSPagoWa/lGbM2eZnCWV4+ImKBAVLe2FRERKVLKGF50nDI/No7Q9TYih9jaA0JEjguUez7+Wf7Yl3/KwkM13bFm42oianKR8hU5vDUO/7AL78k8SRKXKjvvaMvdi8uDIVB+9+wqlcWO74suwlXafs6Ilkq5FlTxlctHtl+FbIzq47QGwGVeJ3IQqOBU1bZ+ifl5cgRat/aTREiCIAiCIFwseIkK64dGmwQOAAi09ltjdRe27PuA08t6rzrK3AJY52hzeXL4hpy4cI1N5GgDMg8Nn+O2/VsR6Ox7G4ubH1sVrbkJmZhQFxRc9+xFYsx+R7OrbG5urDUp1/iLrT0gROS4sFkAMKqIqpEKZi3bMGU7NBIVjzGzIiKrQIaIcsJCGAzYk6O/ic1JYlLXZO5qc4ghlLu/QPllyTbsDFfJn8EzXmW5cBVq+JLoom64N4pUbtJ31UWHO4dJ6xj6pZoWBEEQBEG48Dlr9xR0MEFEaTVNNpTC6IQmlRKRIZAdjYr58rNK+dl05G0/AwMWOZLUGeGx2tGWW7S3ycnha+M7PTmY2RUKnsDPu6G9yEFLZnwbb+aeUW6hInd/7BhD7fbkEFt7QIjIcWEzB2D0qrHNj+1ad8mtAMDMFSK6stOOQehZFst3KvBXorsIV/ErlQWnJ0e+TZPfPbvqgbsrpHiKHMt4rxBRsNSvvcdHryhS+Zwc7gne5cnR2u/0oK5LEARBEAThPGeu/sPtV3wHE9EmZl4kolYP26tadwyUX7gKusv78VZ4crgEBd/QlH5ycgDu0BTfe15mzbD04LNNXrqeaSNy5D05OB+6HriFMLG1B4SIHBcwgdLjmlS0rjRy9gNLRF6xXP7hKn4qB/nn5GjnjpYjTrxFjtwE6A5XyXkmuA/GfvNpm4nNwTLhKmgQOZbx+OgVBZW7Z5+cHMw8c2p2avjsLtmX8KlBX58gCIIgCML5SEBqjohmRqPSCdRCh4nIlbMiv69WXmusmueCb94J3wV6PyKHa9/ctZE7XMV3XekUORicOo7ruxZYLlzl7D2xO2S7ZzQprwSsrnCVIzMnZ86+z8w1D3GxtQeEiBwXMN+74/pVyMoRvb/bfcMw8FMvrLfC3NfE5iIxie9E5EiYQbkIE+9wFZcnh2Ny8k086vLkYGaknC4mNikDOAMgZWDSsEnBSBmcWrYpg40mbQA2DFgGGzBzqKL3+oTLFILiC4hx7OwlA/Tc5AukST3CADEzMVh97tvfmjg+PfG0tVYzYFOTTscm1chqdcfI6qO/6HO/giAIgiAIFzrfe9UNIbLwDVcIx7Jopbstf/qWixxxkrTz5GjN+ecbmuL7sM75YJTBCYDWajP9JFtNAFQVqRjAOICEwYvM9jBnx00ZnL0yW4Atgw0z20CFGxSpnIdOK6llvu/oC/dz9giRGEwKxGOlkTcZTMysLDNZ5okXJ04/mZhUG7Z6Ll6onJg5k5YXKg/DMj/z7efWTJ+auXLN5tWv4eOedywsi4gcFzbDnbu4CQM/kcMdpuGgIeyiU08seQa0wwKIJ2enFwDAWgtjjUmNSZVSthBGs8gmJwPAlNPybGziNyyssWytZWsINEtQz9XCViwR2Y2ldTPrimOPBUpZTdpqpfmy4Y3JFasv1wUd2VAFCFXAI4Xi9HAwsq+eSZlApElPTlUn7qtPWAymiqkwgEeQTdYagJ6pzp4+On90i2UbZBuHlk3pgRMPTmIpoWhQ24ZCFa79lzv/1UhtrAt/+tLnmkpHESi9+ZL35sZ2x+iuRbgzYDcPJJvtAK5pbEtskkticmz69IH5SqW1zvdDyMSNOi90Op8gCIIgCMLbhJ7t7ED5eXLUiOGXd8K7sqIHlYXKYsrMlohULYwjRbZun9RKjdR+N8xcBnAcgGGwAWAsm/GiLiUEYsry/1kCzRPRSYKq/55tmS3NRIopqwXI8+lcVqmE6rUBFU4uHk8t24jBVHu4SJlHOR9lQAOsmVlfOrx1uqiLm7BkT4cArgQwU/s9QmaXhwDCLcPbAgAbAWCyeub1V+de2t4yFvvR8sB4U+mSfaPhag+Rw+jp6uJ7W9tn4nJr01Nvzk9d39gwOzH30oNffOTqhqY3Jj73zAyEgSAix4WNc/Jlziag2pYCsMxIa1U1LDNsmpoKgCMt/QwyUcAs/czTAB6stTOW1OEmkcRU0iqAo8gW/FR7rW+6ZWMAJSwt+ENkE1J9UwCK3/Mffuw6LAkiGoDec8Wu6LHf/eqqxnP/f0e//vpsMnt5Y9tHt33/qfXF9bsb264Y3Tn7A1d+d1P2awD7ANza0pab7Kqmcv8bC4db++UYjUbi2XhuBsCGTn0BwLJtVPodiYrahrp4KduK8uEqXfRrFcKe8zmWIAiCIAjC24Ccnc3MYGa2lo211hhrU2utscaaWps11tqFSmWGLZcBGNTscualn8FsmWFg2erhqAwgJAKDyJIigIhJEUgBoEwGqE4tznBi74Pbzq6/BgAWAbyGZhEgangNABQ//bef+8Dv/N2f1EPTVe296OXP75vfsuGSNfV7rprKzLHFI015SEIVFbaNXNlkewOYAjDW0pbCYd+uilZX0eK18crsC2eQeagvy2Tl9L5Lhy+/ulO/Bs7aswTlesibLzjgGa6v3OEqLnJeLkrlQnPEzh4gInK0QLdv0cg+dAVkqmrU8FpoeC22/H52u/Hq74jv/7+/tBbNk0qI5smltb2xb+uEFCCb0ApYmrDU//rLd1cWymVtrQ2MsUGD10VdTFiOlwBs6zQenPKDAG7u1I8UTgLY3KlfjQX4q+NNHh9REOZmHaL8hGXZek1i/jizSOdQpCJFatKy7UXkcMco1lT2lmY/kcORk8PZT+Wr0SA/Xkd8jiUIgiAIguCCbt9CcNjODdty753ts/+3v5DetOv61cgv3hvta5et3c72pobfNQD97S8fevQv/+mri1gSD+q2NWHJHm8Nr6gzCk9bd/3N204SUUcbOjl4/EGT2I42ObLklR2LEADuxXwhjJrtUYe3NrPzIZxvG5DZsT2FpiQctxvzdiyJHER+nuyOMHUXyrPSIlx5TXQu8ajY2QNERA4AdPuWXwPwk8gmo9F+j3fk1PEnAdzQ73E6wQazcZyUVvgsfh9e5R2uAjhLvvpRCKPc5KT8RQ5fHPk3/HKTLCQLr1u2u3xPxGDVkGyo3Rj2HKPo68mhHWOIZpFjHpmnjiAIgiAIgjd0+5bNAJ5AZueshX8VjrYslBefA7C7Y8c+CHUYwSM0uN3u3j0ZxsfKJPcDKWdX73M7iFpEDleS0Taexu3s2NYcH4DbjvUKx1kTre35/w95Ds1b48mRC2l61vNYggd9TzJvEyJkXgh9CxwAkGYJG1ecjWvWrXjcFrPfbEBE3SRY8k0ilMM6kiIrhyprPSukwP1FkBc5PJXaxKa5IDyf3WrnWE7kaGXA4SodPTl+YPyu+weakVoQBEEQhIuCBJmdvR4DWntU4uog81M4uXTdpn7s+W4e/vndC/XjkeyPtc0Z+N2VVJwiR7u1gMuO7dm21RR4V2pspbHSynL4e3L4VlrM/79vCVf5awCf9zyW4IGIHBnVQR4sNelb4iEzOjQy0Ot24ilydJF4FOjDk6Ncreb+z2rKV03pwpPDq7413KWyXAfrRT1fKgHsKH2LPtRub5FDOSf9xraXfI4jCIIgCILQwsDt1YVKuecHZr6Mja7uR+RQ8A+T9nuI5BlqgT49OcpxJW4+bV/hKoCnoNHGBnbg6WbhoM0zy1yjt8iB3j05qLnM8Gm+99iU57EED0TkyBjo5GuM7caroWeGi6WexQL4ToDMfot71YVb3qA9ORxJhIzbk8N30u85XMWRO6Or8ylSnsq2n6tKmwRLOVwhPy1IaJsgCIIgCL0wcJFjsVpecU+O4eJQv57ZfnY6s5dd7O800J/IYa1tGluCQ+QAt/OmcP1d+mnLwXAsBjzpIlxl0HZ/p8SjYmcPGBE5MgYrcljzlogcI6XhfkQOL9i2ncSaIerGdaznLyZjTW7ScS3Q24gcLnw9OXwTj/YySZ39/6dIub7ocm3sOYbaNyeH6piT4y35Py0IgiAIwtuOFH0lf8+zUF5ceZGj1LfI4SVe1Eq0doTcXrfOrp79nBhjms5D7up/KxGa4idy8MBFjt49OfoQOag5n6HY2QNGRI6MAYsctudYsW4ohFE/E7zX354te2Uwrrl/+V5Pz54cxtrcpKMduoLL4wPegka+jTpXq6ntOHiRg+FU+D3DVfKhPO5+HefyBZ/jCIIgCIIgNML3HmMM2NZeqKy8yFGMCv2uk+LOXQC27NUP3oU8+lvfpdY0e3KQcq1r2p2jZ0HDN1zFdu/JcXbgBh2uQn2EqyjVVF1F7OwBI64xGQOdeC2/NSJHMSr2kwjS11+rm3tJ4CcG9B6uYvKeHNqRLsNwvh88k4zCNXGTX04Obz+4Bhgc13dTyEQOTTpWpBJFKtEIJjVpTUQJgQwRpRh0dRW3J0cjv7/xrls1gK+N33X/3T7HFARBEARBqFEFUBzUwebLiyueDL0QRm+JJ4dvtvy3KlwlNaY18ahzLcDMiaPwgO+DuXw/gvHy9/EtfbJEo11fHxtDoJhASS1U/CQRGUJmawcULHod2N+TI7fmbvHkuJ1u3/I1ZOuoH+R7j3mdX2iPiBwZAxU5mP28H/o/T1/zu6fIgW5K1Mbw+wLrWX0vx9W8EtoyvxCIjTUWwCKySdQAMMxcBXAcQMpZTouU2c5pFTxb7wPAJjY5vZjOP8LMzGDLYE5tMgtgCkvulq0TLAEgTUEFwNZu7omZk/pf45M7fnispjJHtQ0A1jh2O+Rz7EAFnolHO87RH6u9vuFzPEEQBEEQhAYG7cmx4pVGul9L5/ALVzF+OTngL3L0Jc7Mlxda/1au9aIBMIfMVjVYsrfP1NpNwzYBYBJZglVTe51EZlfb2sYKesbCTteO77KzgSwNRrfr17MDV9JDt1216hogG6NSbfuQY59JnwMrUr5hJi6Ro3Hfa2obkK2lROToExE5MgadEOktETlcoRtdUN83ReaBUd8yLwFCClBKmmaS2cokG2vYwrK1BpYNW7bMYNjsJ87KTcXIYsraTUz1lfQssglQ1Tbd8Frfgtr12Mb3b7x6Ty5u8ebNt/Ctm2+rANA1RZlq+zTVNk9sXDq68PpljW2j4eqZTaVLrmtsq5rKU6crp65vOc1LAK7OD2MzoQq6FgEsbEXXvo/I12PEMxO3R0JRBpCOFIqxVuowARZElgC7Zmh4UWv1zMnp6XksfVG97Hl9giAIgiAIdQZqay9WKysuchhr+j2HAcAgSkghzl4pBVFKCrVXSk01nbWxOcTM9qyNbdkgs7CZLVtYZhXp6ZEr1u6HIpAiJkWAIhARQaH2SpTMVGYWDk89hCU7u9HWDhpeCdnfpdEGV9s3bWkKOSEi7BjdVRc0wlqyzbqtPuK450ta2l4FsKOl7RCAPY0NDD4A4MZOg8psH+7Up4WztjW1iVdx4OWh0Smcvfa41LCx8ebV698IlE4VKaNIWQLZm3bv4edef3V+oVyOkdnk9bWP0CcicmT4xcI1k9T2qwKIoWhaR3qKDUc2Me9k5nZxX/1wP7KFewBAHXjpmQkAz8E9ibVOaI0Cgi5sGuHRHevqZaECoL3HxsTjx07aarrZ4/rGAWz06PckgBs8+uUw1s62tmnSCnkPEq/QFGbO599wCw2eJWS9RYqzWLZn//9NV6ceLKfl1NS+3wwbJDYhk/1MxhoybNS1Y7tnSkGpjAYBaKo6cXohnd/CzAHDBgwOrxi9orprzTVnFEgTKU0g/eLMC48dPH3gttq+BCD8ofe+L/whvG97y6VdDeChO3bfeXO39yQIgiAIgtBAt7Z2/eFZthHKFKjTKgrKZiG+uhJXBy5yMPPCqfKJFxhWM3OwemPpzOrdmw5BQRORApEC1X+GIiINggZR48+aCEHt52ptUd3onZsjma2cnH7m5J5279cZvmJsf+nSVe/v1E9HwRMLh6fe2d3dN+yvdc5bmIgKyN+DK/+Gb9WU3EKePBf3PVRXafSYOAzg6NlDNZ1+aSunizPj5RMPM1gzoBisQwonLx/ZvhnZuikAEBCpqc985FeHtdJaE2lNWp+cOD193U9852Ys2dm6GBVWPfZnX8h7u7/zEwDwwT1je/d1eU9CB0TkADB69YY5MD8ORZqyLahvUCokRSEpiqAoIoUIRFHNYyAEMFw7zFkRwFSSk5WkurYUFQedm8MA2Fv/JU6TMoDdvRyIGKGvCEPkHV7iW+2l53CVahK7RAQvQcNd5skhcriFCl/xouvPlOWlUl33nbhv02R1olXtznHt2LUH0fB/AQASGz9WMUQxlZUAACAASURBVOVrGtuKQen1oi6ub2yLVFT3dPFhzLOfIAiCIAiCk9Gd658BYZqUCkiRRt3W1hSSohBEESmKSFEIRYWazVZE80OsywGALZsP3XJrLw8oO2Hn09mzngSrVw8jGit1FB+WwU+I8TXIbd5mdR+vv8SjJvPObiVGXuTwy7XhLXyQr8jRT06ONwF0FIoMm6cSTpq8uhPmZ9Gy7gqUxrrSmg2NbSOFoSpa1gOpSZcLaxFbewUQkQNAccMwA3jXoI6ni+Hm2CSzJQxc5GhyCeunuorLg6EtWaJLH3xFjp7dsOIkcV23Z0LR/JcIu0UO1zl8Pytdl4BqVKQ1Kb/M0pxPUkWuLwdHQKkrUesyTHTTWRAEQRAEoZXixpFtAHr2LmiEFOmwFA08yb+FfR3AO+q/a+Wdb6EdfglFPZPWs/Wr+OGdLL8NtqW6Sg3XWqAPQcPhyUFkfWQhy7ZbkaNxPPzCUBxjyGCvh6BhEOb+36TGLPc3EVt7BRCRI6My6AOW0zhePdhD5uLUSoVi7yKHrxoMAMqvpBP8q6b0LHIkaeLryeFVBpY5P2G1CVfx/ax0+8WyOFWdWkhscsywSS1bL6HIcl5lJ8qLHOz4tmhN1LoMbwLoNu5REARBEAShlYHa2otJZeAx4ScWjzXl1NOk+82x52c/Kz9PDm+Ro8/Eo6k1Lju9H5HDdTxXuIqneOHvycHMMJxWNAXHARjLdlGrzsPThVd3ri0IAueagZmNY43xbXgmORW6Q0SOjEEnHkU1rQ7ajS6XcHO0NNx7YhrrVCOdkPL25PC9np6vu4twFcdKPr+6b+PJ0U+4Sreq/2P/eOwbH2j43atqittVj3Jtrn7KLWK7xvAf7th95//icz2CIAiCIAjLMFBbu5xUBypyMPPRiinvamzTSvVb8tbPfh5wuApRfyKHMd4iR89eG+62vB3rgl1P8Jbpfnj+1XfXfwkoOLV99KqOO7Xx6vZ6CBpqt8iBbAxbj/Ev9oztPdXxgoSu6Stm623EwEWOcjJwkSP3gV41PNqzWNBNuEoXOTl8xZCek0XFSeKaOLxCWMjRz+V61kbkWLFwlRa8xpodrnrk+eXQhSeHiKCCIAiCIAyCwVZXicuDXsPkwl8U0ZCrYxd42enkmUPD2wub+rPfUpO6rtvlaeyy+137umzbnu1Y7u5ZadN6wPVw07mTM1zF+XdyiRzt1gKu8RJbe4UQkSNj8OEqScU3P4UvuU/0UKEPgdmy/4fKP1zFt1/vOTlSb0+OfD9H4tE24SqusXGO13979M+OG2vOlo1ts+9ytF6719hYeIarOHJytBE5XGPYcziUIAiCIAhCA4MOV1lxkQP5yn3d4mdHORPj5/EVOXqp9NdIYpylc329NnoPVyGnyLEPwP7Ghm4Sj9acZBrFhT7G0C8nh1LK6ZnD/t4wwgAQ9Shj4J4ci3F10CJHjlIfIgd3F67i9QH8y1/8nTOXbdj8ShSGOgoiHYVhUAijMArCIAzCoBBGURgE4W9+4Q/xnz73mz1ddzmuutRR14Tll5PDOWH5ixxT1blNX3r520+Wguh4YlKVWkOXrR6+ydW3DT25W6Y2TZl5HkDC4ARAUk7L5bl4/hWGTS1bY9kaa2lOkz5g2VoLy5atPbV4av6Jw6/fP7O4QMZaNtZyKSrMbVm7dr9lhrXMhi1my4tP3tFT7R5BEARBEIQmBmprL8TlvhbyDnIiBxH1m9zU76GepyfHrdtuoL/+D7/7kiLSipQmolARaQIFtWsNAESpSfWqj13X80XHSewbruIZhuL04PZtA4AdAB5CZtsrgurWW74MYNS3MzODLZOxpmxhE2aOLdvUMk9NViYSwyY1bExqTWo4rWwsbdSW2TLYMjMzLG/YMBZXbKKJiEkRSBE/f/r1tBhF2lgLC2ZjTfrDO3/oZJf3IngiIkfG4EWOpOIbutEzI6XhnuMRuQtPDl+R4927b1h1ydqNHQPdilGh53CVxUrZpex45tBoUsqZQAkBKTPPMjhhIAVzGptkZiFZWLDMJhMM2Fq28Wg0ogCwZU45e88S6PqDp15oqsxzurJun2ULywxjLSwzWWZYtmTByjITM9N7Lt0xOxwVNzRfI0YBHEQ20avafaypbQGyL+Hg60e/ptBSbQfAZY5xmEJLwloAePy1V184eub0NY7+jTyM7+/QQxAEQRAEoTMDDlepDFrkcIYYREFYjdOk1wSknuEqfp4XxaAQDEXFqzsfT/W1vitXK/3k5GjcNwWQMHMVmT2a1vZJGbygSL1a+90AMJEqLMS2+jSBUgIZgKyFrVg2l6HBxl1I5w+cKr+5j5nBYNReiWGJGZT9zIqAOcu8BsBW1EQOw2bHa3MvP0WgFGBiQDNzxLAbkdnYEYBCJa1EB04/UQJQarifzU+cebL1fhM4/u/8/M/95MP/dOTZ9za2ff6Fv88N1uef+3t1z8c/23uORaEtInJkDLzW9nx1YcU9OVYNjfTuqsd+SYmIqIrMxXAG2Qc5bdgSNExOD730xOlbrnvXgdQaa6yxqTU2MSmnNuXE1Dab8qH5wwujO9fvI0WAosyVjECkiJD9UyCiYhjObL1sw7BSipRWpBTRUDSUHpl/LcpyirBiQGlSZwIVPQ1mZWE1AB2p4sTG0qbDyESCAEBAoHjH6K4YQEiZ/1rEzBs/+bWfXdV4z6HSo9+z4/qmtnYYNnOtbW/MTnzA1dcxto8C2NvS3DkbUkbPQhEABEr5TKj95hcRBEEQBEEABmxrz1cXBm2jOL02SkFUXmGRw9T6zSJvXzfa3GZybvrMqakzB5M0talZ2pI05SRNOK69Ts5NpwBebDkPNbye3f71j/+zyupVw4EONGmtSStFq9YMTSKrrqfq24nFY9PldDEBoGt5LfSlQ5dPl4Kho2iwtZGJWaaxbaJ6Wk/Hk2ONF3PZ0LbXS0FpR2PbxtLmPRuxuemiT5Xf3DeXzDYPGKc3tra14VkArS4tqyyb6zvt6Cs8oc1a2jfPSm3/ga9DBRE56qxATo6qQbYQjZF94Ouv1Q5t7d4/BeCbaJjw3hg/saZ2DmrZVMvPuS0K9fy7rt+ZAqSJzk5MAbKFbQggIKIQQOHvHzpyCYCOFXHv+NP/VC5dsirnNeCiuLHVCSFPVCo8sH7Lulsa28YKoycTGzfNgIbxVGzjdzS2KVJVANsb24hoHi1fYgzOTSyWuRv3xJ49dizzOVNutVI+3jkyPwiCIAiCMAgGamuXk2rdRknQbDd3sqdd/apEVG9rEhdOPHn09mq1upoZBGYCA2BWzCCAFRjEDIUsob8CI3sIx9A733fV7JZdl75OimqhJSokhUARhURZiAkR6dkzc+X7Hn2j48O1h549+Pz2H7n52gENIQDgqh1bzqxZPbq+sW3DmnUPAmjyQrBsD1nYPS1tFWReEo1otHhTuxKKMvIJ9F0QPCvPuOlZCCN36Lq7q6vRM88KRORYMWQRk1EB8BvoblJsfC+pHeNsv5NzZyoA0qIe6uuJ+3L81be/+kkAv9zLvmx5XCm10bO7Z8WP/rwL8sfL1wNfUxydAlpkXleuDUdCUVc/V/4Ny7abSfFciRx9jbX28+Q40885BEEQBEEQanwDwBzcdnY3DwKrAOLZ6kIVQLWohwb2wGjPWKtzLbAwMfczyHJCdA2lfGZoqHhFx37KeyE/8IIRaWpydmxRF0utbYryD8cY7JVktE1CUS/8HSKc9LzO7bKQQC5kpU0J2lYWsQIP2oUMETkAjN91fwLg35/r6+iBnid2a7qorkKeC2pHJY9+cIkcY4XReUdXV0JRrzJP5Ghjd44PJwSkvd/0YMerDbkxtMynF6tVn6y1z67A9QiCIAiCcJExftf9XwHwlXN9HT3Qh63t6a1A3iLHoPOQwJi8yBGqMOduTXBU8IPzYV1e5IDKe3J4rhm6GBsXPSskXXhyANkDzyaRYyGpuNYrrTwn+ThWDikhe2HTcxIna633h5cte5VxYTvY8Avm/P/PVYVhV66TvFDBThHH5aHh9NpgZs+cKtSzJ0efLnj+p2lhYm7ulaMTZ3Z57CsihyAIgiAIFzO929qeIkeapL5lRFdA5LC5cytSuUokRPkiBOz2SM7ds8uTg70Lz/RlK/dcnlWR6sur+6lTR328f8TOXkHEk+PCpueJlw17f3iJqOoTiWIraTmZrbzEzAYWhi0btmzAzGzZgtmyyVzbSJNmy5YtM5itTa3lJCvAhFrpptF1I3Ot6YLaCL8uTw7fMrDtxsGZLbkVIqS9+mPYc+TJofzcIqsAXh385QiCIAiCIFwwrLjIEQTaV7xQAF7BUpWSetLS+qtFJjIYZDYvN7TV2xuhNDWXOs6TFyqcnhx5gaTNvo5OfiZwn54cPYtCBOpG5MiNg0sUcnCoi3MIXSIix4VNz38/a/3zTqhAla3prLhWxucLlfH5jqWtfFlI+EBrm2HrmuwcISfOnBy5e14me7Kvh0bPKrEdsOeLL8ovGdL143fdv+JlkAVBEARBEM5jera1jYftDAA6Cnxt8gDAtl6vx0WSpq1VWADXoh35XG5tQk5cIocrXMXr+jxzW7Sjm0ICzeftTlzJ2csKHUWOTwP4g64uSugKETkubHpehLL1z8nhmpzeCphtToBoI3Lk+pWr5eDvnvyHJ+M0sUma2GoS2zhJkh/+7u9T2dTKbGtuIxrqfQa58B2vcJWsjndvw9OnJ4fv5Jvr5zlxv9bd5QiCIAiCILzt6D3BvG9ODn+bbuDhKokjVMaVa8MVcnJ8/uTMcxOHn0itsYlNbWqN3b3uyqlNQ+se5EzGYDBzxSzmkmsy8nn3XPQZrtLveHl5daM3T44z93z8szM9XZXghYgcFzZ9PWlnZutT4oiUl8sV0GfFj9zBbD4nh7HWdb25CWhybjr8kf/8Mze0NNvv/OC7cvtrpcomn6PEa2yJYHq965Vw5FBQqSIVa9KJIpUwc7ViK8ew5MZoCDS3dd36F7VSVimyipTVSllFxFmb4h9+9/u/99DUwXoZsKD+qkjTlaM7C8hcJkMslR7WLb9Hr829nFg2wy19fm3P2F4JgxEEQRAE4UKg9weKnp4cpJTvYnzg67Y0NXkbn2FaZRdXuMr+44+PfPPoY+9sbHvX5mv3/dDVH765peu+3Cl8PTn8S7G66He8cglFka116tU2EwIlUwvzpxJjYsvWWsvGsrVTs3On5pNqysyWmQ1zJvhYZssMu1iurPri83/7sWs2bytgqexuACBYX9iYrimsHUKzXd26hVPVybmJ6vgGNNvqT+8Z2/vpPu/7bYGIHBc2/YYTxAA6JhXlLpKUDhJXGdiUjVfVlCgMXcqrstZCqeZDKKUT2LSpXBYDKZgNMhU3QVZFJQVzykDKzIYBE6lwHEhAIEMgQwRDRFaBLBFZRWQVKVZE9Q2KFE9XFqtvzE6inMT7GCDLFoaZCJhLrFmdGKNTa4LEmhAAGWu1ZasN29AyB9+3/QOLP7jze59VUJcimwQLRNQ4GQIAnp96bujR8Ue2NN7b6qGhHT/9kdvbjHpGMYj+PYBbW9sJmAIwtuzONSzbwwC2tzT/MSTXhyAIgiAIFwY929q+4Spsre85VkLkcFVNcXkm5FSJUAe5fY31vGcwMTMzOAE4YUbK4ITBNRubU4BNNa3OGWteYHDKYMPMtuHVMrO1WfI/m3lpM2qe2klqjQZY2excsGxJKxVvHtpcROY9E2JJICC0CAk/dMUnnyWl3qVJR5p0pEgVFCkCUKhtAIAd/+X7qolNL2+5xas6DMGNG0fHfgLAutwYsrkfDhs8P4b2AQC3tDR/HVkozEWPiBwXNp4VQNriNakqrZY7T13RrIsBZ2rHrSdFav25niCpngCpnhCpMTESALAO1CLQnHrU2NRL5ChGBad4kxqTRKo5Y3JA+fv79a/8jalU47qy2lYI+vmP/+D8cKGwu9377Xjo2MuHjs9N7jk+N9n61n3IT1g5FIVvaNKrkdXYvqx9P9WTAr4qGu3bzYQA49Dpe46PFARBEARBeIvp2dZmv2gVKN2hkgchJaKYCYvIEvhntjXV7GiimAADIgOCAcESkQXBgsgQEYNgSRGDiImIocBEBBTUcO66wbn1gSt0vaDDXFvq1mvylf6qp2miepqQ2YVtbcPYxNOPjR+4pt37y/AogHe3NhZ04eTmoc2bfQ4wFA6PENHTAD6wXD/PJKNNKKLxtcOrNna7X9N53aE8BUfbRYmIHBc2xwHcjSUhoXGreyGktVfT+vNz973wk9bYEWusMsYqm23aplZbY7W1VltjgzQ10wDeRIOLFJYmpUZF8yODvLmkmr7S2pZapydHzuMjDALnhJmkadzq5aGVzk/mniE6lp2ZpTtSTuN23hBe34iJTQnAFmR/l6MAtrr6KdI9xTKuilblyocBALN/VR64k7J2s78gCIIgCMK55IsAnoHb1l52W5xdvOZbf7q/aC0rZlZsWbFlzby0gaFVqBfXv2/bMVCTnR0CiIio0btgaNA3ZyP1WGubqzSsS+QIVZAXOfJOIO3wzcnRa7hK7Go01nT0YG8gRSZw7MMyQkcvIseq4vBxAE6Rw8I3l4tT5JC1fQ0ZiAsYvvfYGwD+Ta/70+1b/k+0+YC1cBKAq8TUysL55KiJNV5VU7TWhMw7pGlyTNIkBZoiUxBQXuRQnhMW95hYI7WmndLqV1M9EzmA7O9yEsBh5ENDoHv05DhTOTO7vpTzoGtXmrcNzqSs4skhCIIgCMIFAd977O5e96Xbt3wKwHs69bPMCSna0qnfSpA6YmqcnhyO9XTgSCVi3M/+XLaon33avgpiJ9rZ593YxfVxWFboUKS6FjnKSXXk1TPHD+9Yf9n23JueCUva5CsRO7tGP8lchAsfXxe8c1LqlB0eGsZT5KiRu784SXJtgcuTg8grlMf6Zk5qwbDtRknOEZuk8bO7GcAIstrpTSjSPX3G5+K5EVc7w9+Tg9yeHDL5CoIgCIJwMeBnZ/O583JNbd5rgDmfWMPlyaEd+kNqjcu7wLfN1anXtarTPrf5aorL0fj3+wCA/a5OivJJWTtRTZOd1SR2epuwZ0WDNl4uYmfXEE+Oi5vzWuQAO0QOdlZXIWSTWeuEmaAlNi1J05x4oVVegVX+4SreY8PMZ2bj8ouW2RprO+bdWI4kn5tkPbLP8/MArq03avLO2N2EIu38v6GgFgCs8joIkavyjISrCIIgCIJwMeBpZ3fjJTtYjM3bsW1KyOb2DRzOwsmSp3HT7o42L/uU0LUnxwEAZQC5XCMAYLt4yMhgQ82X/n4A9yPLnXf2Dd2DJwcADBdKzmvxDTVv48khdnYNETkubnyzOQ+0NKwvTAiOHh+/r15viZn5TT6z+Mq3XjmVmhTGWKQmRWosJWkCYwyl2QaTKcm5hEML5XKuVrd2hKv4xteZLsJVEmve3H/0hU7ihnNSbiV1f4msQfal8QyA7wB6Tzxq2Tq/VAIVTsBT5GjjySGTryAIgiAIFwO+dvY586x/6qkXp9989th+ay1SY2BSy8VPrJ+9fONlc4YtUmtg2ND44pkktuX9hg0ZtmSsoVenj29qPV5inAUCXDarZ7iKnxjSQATgxmXeV4bNy5r0To9juezYWwE8COC9qN2DUqqnh8GVNp4coQq9kocSnA8yxc6uISLHxY2vJ0dPySv7hRRFJ8enbmtsY2tfe+Kho1f2esxqErvCVfKeHJ6uZ9Y3dTa81WivST+2SbtjjQLYAeBJADco9BauwuA2+7Vrd+EcQ3GjEwRBEAThYuC8trMB4IWnX111aD5uKle6MPJHj229bstNvRzPsPUVNLzsyR48OTrb7wzjOeLtRKqbATwM4F0AAkW9iRyufCjZ5fk9XG4zNmJn15CcHBc357UnhyvxKNyZhL2J4yQnaLhEDt/qKi43Pxez1fKDDxx70Znnohcc4SqNDCELWXm813CVgi4sutoZ7H08cn/RiMIsCIIgCMLFgJ+dzedO5ADlc21wj/nmAMC4PYF7Tzza3QP55wH4eGh44QrbaeC9AJ4AELvWET5cvnaju5Sto7qNC3InZRU7u4Z4clzc9Fz7+62A3YmY+hLm4tRP5PD25LB+XwRVkyRzcWWbR1ffErKdxIYCgBsY/E0Au3yO2cDrmtTCfDz/imGTVEx1vp57REGXi7T6OCMLITJsbGoNGzZs2dbb2LIFozo9FEX7Wo5906Gpg1uQTcIFZHPQN/eM7f3bLq9REARBEAThfMbXzj5nD51JOUQOT9vWhXXnznO1eT4068qT4yr4LfJ9x7uTeHETgCdGopIZ9zwgAKwbXjO5eXT99IahtQzQeKCCeU1Btf5+ymZiJp56pCY2sYW1zMyM7O/CyH5MOF0AcLrl8PGhqYO/iqVSxFHt53+zZ2zvucmxeI4QkePixteT49x8KKzLk8O/ALeLJE1z9xKQzrX5iByB0mli0jQ26axlTizbxDIby5wyszFsU8ucWrZmMYnnLh0ZO6gVGUXKKiLWtVciYkWKNSkeDYdnt6/aui9QGpEOKVAagdIqUAEFpJRWWmtS+vjs6akf/4efg2WrLXNg2QaWOWBwwMwBwCED0VBYuOYj26/rZohmAVwxE89e8dTEM7k3mfnMbx346/U+B/rolbc8dNuWG97X0uwqvzUPQEQOQRAEQRDeTvja2eduPUb5h2tK95bPDQAss2+SUR/xgolhkNmJKTLRKEEmPqQtr2YsGqsEWmsFZRQpW7OvrYJiIkJmfysweB7Aido5qLap2quu/awfO/XIxFwyRymbwLAJrM1eDZvAsg0Mm8iw2T2fzh3wHiAAf/jP73r2xi27b2v3/kTl9AOnK6c6lh4G8DLcniu3O9ru9L2+twsiclzc5JJwrhAG2aQUA0hASHQhSEFkSFEKlb3WfraUtVsosmitL06kg9HCflIEEEBENSe/WiEloiwDNIGynwEQEansjffsvGlm6/D2eRARgTQB6s53/NiZQhA9pUjp2ha8Ov3yPCk+QkQBgUIiaAKFyFTRkIgCAMHvP/V3+h9ee7pjIs41xaHp2y6/Zm+nfmsLY09du3bn9Z36jQdTzy4k5Y7qBTPPderTwjCWqQWOLuaM1BrfJwG91kAXBEEQBEE4X/G1s0v9nISZAUbClmMwJ2w5YWtjMAwYhi2nbDmFZcO1DZYtM1tTTnMVPnZs2HR614Yt+4kICsSKCMh+RiYWZEY2EeptmVUNorHCmtmtw1c8CGSWN0AK4GkF9SSy8ApNIG3ZTmpSh2ueGiEy+7LufVC3tWkxXRzCqYe9wr13ju2YDVXokxz/EIA9nTqdrow/NVmd6tiv25Qqd3zhV6597FN/YdqEm0CRWgn7WcNfdHtbICLHxY3vAjhGVpJJoUHhbHitT0xR7fd6Wz0kod5WBAA9FL229oZLe0oeSkTB2DsueX8v+wLA2tG1j0e68K7GtvVDax8D0CQsDBdKpxMbdwwvCZT2mohCFfiFv3gm9iTPGZXZP4dGDY3lj+09Zxj/pKwicgiCIAiC8HbD184uTTz2xuPMrMDQYCiANRiKAY3MlgvAZwUAheZwhLpQ0Biq8SgcVQZ9uOGqq8Y2r1nX6onrRajwTKQL39HS/CyApgdzilQAYHun42nSvok0E0XKqyoJvD3U86E8LpQjr8lyjM9PrgdQRRv7lzzPi+7CnETkEC4qfBXmTuWYusMZhuJNX3GLbRKF5uuBe04w2lmiOs9iUvWapLlN6dbceZVf1RTbRaLQBpYTObyzNosnhyAIgiAIFzHeHtM2Nu/q3Ksreg4176ZyYCttEtT3Gq7STXUVrqSVE8Ph8HaPvl5j45ufTznymngQI3sQnIP8RZNu1lMXna0tIsfFTbVzl8HD/YkcfWWgTq2zXFPvIodn8RLfCYvhjGXMn9ezago7K9QsywKWT34aBqQPE5El1EKLQFad/T3LM6KI7FhhdArAY8jGl9tsABAdmjr477Dkrvhbe8b2LnR53YIgCIIgCOcT58TOrtGzyOFX26PNvuz0SHbZrF72qSLlWy0k0qQH6slBviKHf3gJQhWkpai4yGBLbZY0moI4UoXXCbCo2dkEsgBszf5mAllmnlNKn6j/DgLXfmYi4trxmUD8jTe+cccDJx6q29mP37H7zm/4XvOFiogcFzfnZvLtfuHdSF//Z43buyDX5itKBJ4iR5tJ39XPz5ODtFc/2/1YGwBtw4GIiP78+35zmyLVUYyZrk7On6mO+9RZJwD/Q8PvGwH8rMd+giAIgiAI5yu+dnbPnhMrcUzjfiDoeVJvT45BixywYN9wDL8wFPiJF1r5ixy/9tGffeCHb/iednnvAAAj4Wg4Eo5e4XG4cWQ2c0cs7DsArKn9OvOZ5+7ec8fuO4/57Huhcs5KFgnnBb8K4J63+qRsuZ8azn3Vf45NvroK+vDkMNav2EubbNM52DMnh1Z+ma8ZXYkcJwF0TNjE7PclQtSz083PHJo6+KFedxYEQRAEQTgPeA3A/wRgukM/31Kz3dC7yJH2Fa7isjt923LUSgj4eUOzp1Hu78nhdbxuitFcf+muvtYxraf27aigGm331QD+4DPP3d2Xd/z5jogcFzF877HX+d5j3w/g4wCOvHUnPpfhKqmfJ4enyFFO/UR6X/HC+ntyeI2h5a4EpTe9jgnr9WXcReIk19/0jw5NHfTKpi0IgiAIgnC+wfceM3zvsd8FsAvAnyzTdSUWm/0IFf2c1deTw8s+rT0w87I7redDOPh6cniGoXTjyXH5ms1rfft64L2eUqRaBZvvAfBTA7yW8w4ROQTwvce+AmA3gP+CLBFOKwMNa2LuyxujL5e+Nskw822eXzexSTp+hobDwsPXrd/iNYbenhyeOTkAEDP7jtm8TyfL1vNLxPs729VxO4Df8D2AIAiCIAjC+Qjfe2yc7z32EwBuA/CMo0sBWejBQE/b647tckX4ndT5jrtgJAAAIABJREFUsM5lA3eTCLOT3Vm+fGTLA8WgsMHzeF5j45+fz285TSAMhcWtXp398B5DyoscAPCbn3nu7o6VJC9UJCeHAADge48tAvhFun3LHwP4bwD+u4a3vStq+J3s3IlriUk8Jza/S1xVGLGYO7Vsn7HicPXS0bH3eh3QM3eHVqqbz24Cv7+h81uNmS2yXB0GgEltOh2qyABsGDBgNgxOGbDMbBlsmNmcLp9emIqnDzGztWwtg+vvc+13ZmaOdDSzobTedeo7Dk0dvGfP2N63PKRKEARBEARhkPC9x+6n27fsRfYE/dcAND7Vn4NnfoXzHN/QlG7WFp1EjnTr6OW3dHG8QXtyeJ308jWb3ySiS9tcj0V2n3Wbe6bl98afDTKbu1I2i7pmW1sGW5y1tcGc/bPZq93iOO8ogD/5zHN3f+cdu+9825WXFZFDaILvPfYqgB+k27f8KwD/D7IPwGDd6Kgvb4y+YtlSd7ieK1zF63jFYNk5OgEQa9JppMIzRCpVoIRIpYrIKFIpQRlFymhSqSJlAgoWkIWNGCxVIKnHDp69zoB0cvOWnZEiRQqklCIikFJEpIgCAmki0gTS1669JolUNExEikCq1q6yPlCadJFAwSMnn6WvvfrAFICSZQ5qajwh8/hSqI39Pa88MewzNns3bz912ejaPZ36FXThkTYiBwD8v4emDr57z9jeF33OKQiCIAiCcL7C9x5LAXyGbt/yVWQhLN9Ze8s3n8SKk6bO0G4vuvDk6PZhXY6sup+KNemKJp0QKCFQSkQpgQyRyl6ztprdTXY+mTtjYR9GZl+3VgA8y+po1ZQZvuQ+RYoUKaWgiIhIk9aK1NntUx/Yshin5mVNSmmttSatAqW0VkoppVWkgzAKwkJAQWSsOaiVvhaZF0aAzL6m2u/1sfuw57iYNxff8CtEAD7c5q0PIPOc/pTnOS8YROQQnPC9x/6Mbt/yALL/+IN0rYIiUshqh6cEiokQB0ovDBdKM8xMoQ7SSAfGsKUz8zOXEJEJlK5qpVIAZr5arn+g66pnXdVMsSQKOBMVzVcXpwDsx5JwQ3c/8JfTf/P0Pz4Ym0RV00THJgljE6811j7PzIrB2jJryzZihuZMAAgBqK2XbaTNG8eazlHQ4fP/6eafvlYRhciEgY90MTxemZKjIJhdVxrtmCQUAFZFo1OhCsc69bv50nfcOhyUDv7FC9+4FgOYG6xnlEyHyjOrAHz50NTB9+wZ2zvT7zUJgiAIgiCca/jeY2/S7Vu+G8D/COA/oo+Sry4IZBlcJiAmophIxSNDpQmttVGkbCEM0zAM7fjkxJokTYeUUkmogyoR8dzc4tziYuUQADbGpMZam6YmTVNj5uYWUmMtkiRlpRSq1Rhaa6TGIE1TaATpj+86+0CSAJCxNv2rl74WxiZRFVPV5bQSVNI4iG2sU2t0ao1KbRokNg0SmwSpNUFsk4iZVWyT6Luu2JO2JrP/5zv+xROloPROAMXa5k3FVB6IbbWjh/Xqwur7VhdW39ap31hhzQSAnR6nHj48/8rItpEdzwYquNHnWjvgH66CZZOo/s+fee7uJ+/Yfefn+r+k8wcROYS28L3HXgfwiT9/9C9vv2T9+l9fKJfjKAyDMAgUAIRBGBajaEhrHRGgiWjpw0akqO4BsPRzBCCipcV/T3z4t3uvLhrqcB9aSqQ+c+LlfS+fOXpzL8eLkyT3GYp0uKh6ryziNWEp+IerWOaOTwdmFxbm/ujLX3wqNYYnTo1/a9X1Y+8PC2FfiT/9U4F0dJvZhcyj4wf2jO0dqBEgCIIgCIJwLuB7j1kAd9PtW37v937hri+9dvzYdBSGVCoUdBgEioiwdvWa0tjoaCkKo0ArpZVSxMzI/AqU1rVGpZQOdKDDIIjCIAiJ6IO105QaTnmZz3Xd+V9/ZeL3P/e3HT1xXRAw++kf/d+bHsIpovhvXvlGz6HvDEy2GoqBCry8il2Qf76SfhLo53j69CtPHJ8bn0/tfvOezTc+cvOle9/jeXz3SbO1hoVHjk0i6mQ/f+Yzz939/B2773ykn2s6nxCRQ+jIO3ZeXQVw44aOvgBvDZqUMWy7SVh0FlfJ10j3HgGzOhzFxqF1j2jSNlCaA9J2++pN/ZQC8yupReT92WWPRKEPP/PkK5/9uy/devYingye+9CP3bYlKkZe3iIuvD054FVe96MAfgXAL/Z6PYIgCIIgCOcbfO8xc2jq4IZbbtjrl79thQmD3peH7F5w9xVqPhyMvBgodVSRsooUj4ar4oCC63s+IHlX//M+ok+nL730T8WqSd4JAA+8+bSZqEw/9P1Xfvh9fZ47hUd+E0JHkSMC8Defee7uG+/YfefJPq/pvEBEDsGH8yoZjdY6NWlvIkds8vpDPyLHjZv2BP/1w596d2PbkfnXjibWVaTGi1LnLgD9/+y9eZxcV3nn/XvOuVXVe6u176stybJkW7JkGVu2Ah/MQOKJ2UISAvNOwnwwwTNJeAOZJJPk9YTPvJCQhWQwgbxAwCEDGAiYHcxiLZYsa7Fsa7cltaTW1up9rap7z3neP26VVN1dy7lV1VJ36/l+fH2rbp177qlq1ann/s6zgJzfP6N0Sa0DRw/35z4P0sGan39x+/HX/6cHgkRdoqxyV5adxItsRZk9uBZqlBsXmft4S8ab4zvljEcQBEEQBGGCMmFsbU9XdHs4xqgmIlIgtm6LWmN427K3LY3p2LKcQzsxMmlrJBScS75WzZPDMiNl/Nzwf/2lI9/anArSz71z5ZujJE0djZPI4Sl9DkAPxuYgGW1zf/yzR554/6NrHiv7RmaiICKH4EIlnglVJ6a8dBp+opxz84ocXqzs2JJ0MLaELIEq+aFydedzFjlcSr5+8F2/tX7jmnUHP/S3H7sre8wEZtXPv7T95C+99wFT21DjWpbr2nVdf8zCajuuLnsbD3UfuHdty4ZDUccjCIIgCIIwQZkwtnYiXlFRxbwrh1pp39qgrI4txoRdV1SlkRyrpkTp0qXRRza9p/czL/37sf70UDYfh/rqie/fnzSpHe+57ZGSuT8K4HTPwcxzAbiEIG0FkALwaJnjmTDcsFKewqRi6EYPIJeEF0uVe246GPsbkqjAkyNt8ogcVDS5jwslJ6xMHJ7TxGa5tCdHU3194+nz5wbHnGvsil88uX1wqG84susaO3pyAG5lczPUA/j2oe4DZSv4giAIgiAIE4wJY2vXJmoqqaqorB0bGeEpXbaIw2Pt2IqqPla3ZKRbl4oI02ua5g+kh8fkRfn2yZ8+8LlDT20v89pO9xwULUTn/Z898sT7yxzPhEFEDsGF5I0eQC4x7ZXtKZE2/piJqBJPjlR+T45xFzkyOP1ghHWzS/Ozvc/nnQDZ8tJnv7wjGOwZPO84LgCAZesYrhJ5HloB4CuHug+UFbIkCIIgCIIwwZgwtnYiXr5dDAB+4I+xTzWVb7tbHqOaVObJUX2Zw2k8HcO9bQyem++1H7XuePBTB/91WxnXdhM5SufkGM2nPnvkiUrCaG44Eq4iuDB8oweQi1aqbBEhnydHXMdzZzuDUDzwAQQE+CAyBIR1t8PHRpEyRGQaamo6R/dXYbgK4C5yOLqo5cm2mofegYGCLi1seeG2f3vu4gO/8bozjTMal7j0FyEnRzlixZsAfBzAR8o4VxAEQRAEYSIxYTw5PF3ZGlLaBH4CiRE2ZdaTg0CsiAJP6bSC8j2tA00q0KSNp3SglTKadOApbTzSRitt7djquhWGq1Rd5HDqcMAfGij2+rNtL2wdDlLbPnz3+7ZGGKPTvYCiyPdOMYSJSDc8uuaxSIucEwUROQQXJoy6DAAxrcsWOXwbjJk1PnDfO+hX7rzbaKWyZXB1Mki+vP/Ki/fk6WIEc+vmHRl9zKFMUylcz3f6HPLEMubF07rodZl53vav7rrywK/f19o0s3FpwcuFE64fWBswcxcAw+ExA3DADJtJhmqZYTXhSmeyK2XZGma2FpaZObBswWC2bJmZ2eLao2mJaadn1s5IHuo+MH1ty4Yul/cnCIIgCIIwQSk7FLvaxGPxilSAIAjG3Hj/8eb3DjMzU3j3HstspwEsG912LPbgqAMVRiI4vz3Xhk7j0aRKqkd7Lr209WN7P7vtT+/5wNZCbTLhOwEAH6BegD1ctbPHbBaAYfAVAAdzjnFMxQJPeSAQE4iJiBURh54ulO5N9+4FcDcAETmEKcuESYYEAAkvXnbGX9+MFTli2lOeHilbE5HThGXZ5AtXcRIpMpNUGoDP4DQDAZj9ZJDujGmv3jIbZhtYZmPYGsvWmpxtYf2ClKe8mCLFihQTERQUFCkoUqSIQFDqwuCF/tN9rX1hjgwmBgjMigFisPr2d7Zd2vH8gQW9AwMrSw8as17ccfjg/b+6qdPTegXCOSR3UwiTp8Zbe6882Np7pWSX0xJ1rymFW0YdPgdgUaFzLg+3P/1L8x/7u5KdC4IgCIIgTHwmjK1dl6ipSEQITJBvcU3RWPcEp0W4PGHXTuNjZkZoZ6cRfr7pzDWTxpoTACyDDYMN89W9ZbBlZgtQd0tNy46MCADKCACKVPgMBCJFV4Y7ei4Mtu2ysMTMxODcvUob33zr1d1x3xqnogkH2g+v/siOj//iA3e+/Q4CYhyKGB6DYwiFl6zNXQNglUufmnQSwF25x9bNuP35Wq+2UNnijrUtGx5y6XuiIiKH4MKEKCPEzAZAMqZ0H4AuFFYtryqXOXsGYE91nutOm9RuAMxgZjAng+He0dciuIkc5/ovqt/5yZ+8aNlqy1ZZZp3Qsc6GeO3JwBpt2HjGWs+w1YE1McMmFlgTt2xjfG2SGo0GMCYx0Wj+3wd+94oiVbLqSdAfHBoOhgtmVD576eK2nv5+53rjQWASLx8+dcudty+/oLW+zfW8QnD+Kiyl1G7JxyEIgiAIwlRhotjayXg8ZhGWGw09BijHtiYKAFgCDAgGRBYEQyALAoPAHcOdg/FanbCw1rLNeuQuzhOC4RRqsf3Csx39/sBBZtYM1pp07fqZ63fVeIl5DNbM7AGsGewxc4zBcQbHEYohicx2lda+M6fOD14oubA3u3b29jtmrC9Z9aQ71bu3bfD8pkKvdw4PHBv0k6sd3mqWxOne86//3we+tvOD699xvyJVjfiaMXn3QiGnIJPezhaR4yaGHlpYi3C1PIZw9d3LeRzPPPY87SW++Tf/sNsPAhsEhv0g4MAEnPZ9pAOfg8DAWANmBhGZwBjth69RKu0j7fuUSqdUOvBpOJVSyVRKJ1Mp1T80GB9MDsdSqbSX8n3PD3zPD4KczY/5QRBTpGxgglhgjAZQP2Pz4rjyVFnVNfa2Hdp1dvD060YfHvPZOIocSZOK9aUH1o861t2bHlhRzvgyOCYUdWtXKg6vo7M72jxAhMDY5oOHT6k71yx/xfP0ukjnj8Jy3pwcpSZXmbsEQRAEQZjQ0EMLFwJowDW7OrslMnsPQPx/fuC/xu64ddUuPwisHwShrR0ESPk+ByaAMRbGGtQ01g3bOGoDa+CbgNImQDrwKfOYUn5aJYO0SvppnfTT3kB6OJ700146SMd8Y7RvAi+wxsvZxzkTluEHQYLBNQDis+5fOq3c9/yjCz++OL2vYV7usdfN3XwqT8JPJ8/nfn9gWsqkrnoh+PCRtskLymJ+OeNTpBy9td1yy3lUPIlJ1/BA1LDqAADaBtq3/MP+r+36vbt//V7tOOZCKFJjPmsGF6u4Munt7En/BoSKWA/guVKNAhPgkQ895trnFQAlvQsqgot+KYtSoOLH2IkjzM1REk0q33eoUsXVzWWROXC5UmmRozeSYKTi2gMAY2zjwcMnV9y5ZvnBWMy7q9R5hShQXaXUZD7pFWZBEARBEKY8/wbgwVKN/p/PfMqps4Zl07fXzm8q2V+FVHRDbfMkvOf8NmvZlUE4j2eCK5q0o8jhViVQlxY5ooYi9QGYCQCXh7ru+7u9/+f5D238zY2e0mXftxMilZAFpoCdLSVkb27GI8nR9YgpLD/xqAmcbqjJ8cutiPJVJFkacVijcYxRdFPAi4kczIxUKl0w90U+SF9Tk63luoOHT92WTvv7o/Qxagz5/ibiySEIgiAIwmSnqrY2Wzfvggqp6AY3MDZfGEo+W9RN5MiT0L8z2Xkm6riyuHpyMBxFDlVc5OhLD9e59JPDiM+vM9l77yf2fvlF3wZlhzQRjRU5uPii8aS3s0XkuLkZj/i/SsunulD25GusdRQ53MJVFFG+SaAh6rhG4VY1JUxcWpJ8LmpZOrt6LyLqeO3IGD5mTrx05PQdqVR6T6R+rp0vIocgCIIgCFORqtra7BhCUSFlLyYCgLFjRQ7OX+nPbbEujxeCb/2yx+haXMBw3nuGMZTy5LDMUW3WMdftTQ1s+qs9/3oobfyyKl7m8+SY6uEqInLc3IyHJ0dFE6MLpCmqInoVm3/CGjs5kduXW5HK58nRGHFYo3H05MirlI+hmIvaydNtF1wHdfW6eZRfZo69fOT0xuFkanfk/soLV5n0k68gCIIgCFOe6tra18eToyJhxliTL/9DPkHD0ZNj7GJdYAMngSQfCq45OdxEDlVC5DDW1rv0k9tlvoMD/tCGj+958ngySA9G7C8vJeJX1KHuA9fj39q4ISLHzc14hJZcB08ONwU2HwU8OcZMTgS3nByU35MDqEzscRM5OK8qPoY8nhwBwh9de+LVs30Rx1YwJwoD+pWjrfcODiVL5nkZeV5ZnhyTPlZQEARBEIQpT1VtbbZ5baZqU3a+CwAIbL6cHHltW6fr5Fuss0ULgxTHOVzF2ZNDjbZJLYHSBAoAGjRsl0YcYsGFvKEgeefH9nypddhPRrLfywhXASa5rS2roTc34xGuMu6eHNY3nTrhLSvnXMPWtZKHmycHKF7gpTSAWtdxjcJp5j7a/er59bPW3m7ZnjnUeThlmT0Lqy3bWK1X23n79NvWHbzy8qnlzUuDxY2LAgLpTI1yD4DX2ndmR/uFnkLjLwjbopMiHT5+5v41KxfvaKivLVl2CwCY84qtEq4iCIIgCMJkp7rhKtdH5Giq5GRjxoocyO/J4ZpbbuyJFYkcbguZw8EwXu05sffWaSs3/fDsD7Z3JjvmZ8rUegC8++be39bv9ydf6z0x+76596YBeJlQGAUg7lv/5WSQHvzuq/tHV3UsRdHxpUz69o/tefLYf9/8Xlsfq3WqgpOnsk2pcBUgtLWvRxqCcUFuFG5uJmVOjmAw3a4T3rZRhwmhIkw5z3M3BYDi2utFqKrrzHGNPGIEoaCHxggKJB5Fvj4j4KRs96V7sz9CQb8/MKLeN4EsM7NlEyMopfJUgVnatOSBtsuXjkceXHGRAwBw5MTZB1bfsmh7U2NdyQzgBTw5Sn3+q548/vlfWz/rrhoK/wbZ8scxhH/T3OcxhH//T61t2dBWajyCIAiCIAhVorq29nUQOWxgZ/a/1rEttEbDOiZsmUDEYCZwJjcIMzGDwEywTAwoMNPiB+f3bJq9IU1EGiBFgNakb813KZfxqDxeCDpvcUNXyCkMw8J6PemeAQAY9AdqDJtbcl9PmfRpyxaWuZ5o7KJnTMXu6DWDz5cxwJILkGnrr/74ni+99pFN7w2aEvUzS7UvkJOj1Ofwa187+W+DPameJlyzq7P7fLb2oUfXPPblUmO5XojIcXMzHiJH+dKqI6SoAQ7luPIxlE4dBXCbQ1On70boGAGDsaprkOkjBeB5AOsAuJZqdfKGCUygD1w5eMayGRPrlzTJhbsuPQ8Aixi2tVAfyVRqruOYrmHdvBiPvXbuwVuXL9jW0tywtWjD8hKPvmXYJN/S2n9m97Kmpa4K+bcAiMghCIIgCML1otqJR8ffk4O5Jt05VNx2K4KfDF6M6/h6h6ZO9wyUx+GXczw5Lg5e2uMpLzazZsYGctAvdJ6FvwJ4R7oP33a0+8g5Bq8b/eK+Ky+8DgASOn6pUAedw33l5GRx8jTxrbnlr154svXDm94TtNQ0FrXn830uDuEqT66cdkvvvvYDlyzbVQ5DehqAiBzChGA8cnKMf7hK2pQdK2jZasPmVTBsJtOzYbBl5swelsF22E8mnz1yKBYYy4E1HBjDxloE1rIxBoG1MOFG0+c13UNjXd9eQvj9WgVgK4ABAOcBLHAZpst7CdgGw8HwktLvufAkNr152snO3p4NLte7CrvHar566vzWFUvmbZsxvangj6WtIOavfejK7cualro2n9SxhYIgCIIgTDomXU4O8lRzJecPDg31ADiB0J4NMnuT2V/dOpNdXYP+4HOWLVu2lsGwbJmZYWHBzLBsMRQMj6ko0pnsWrb38v69vvXnMngzAFyOt29fO2NNyUXQfN7NBagBMLOU2WuZC3l1Y2HDrHI+S2d71bBd+om9Xz73f2989/mZtc0F7zHyFyEobc7HVKy5zqt7ecAfcBE5JpSdLSLHzc14VFcZfYP+XQBHECrZ7wMwP8856cz2KQA7cp6nEf44BLn7WFPNAwiFg8gYa/Tzl15YUardcDrd/7NDrzhVSZk+r6kP4USYy92jnjcAuOg2SjcRoZh4MaIzLux6ce8dd/V/f8ezjsPK9hdNYzp55uJWY+322TOn5f3hYea8k+LSxiW7FCmtSCkiUgqkiFR2rxWROtl7qouZVxORi5fMhJp8BUEQBEGY8lTX1h7ryXEFwBcR2skrAPx6nrMMQpv6NIA/xlg7O7sFAHwiCgA8AyBfiElpiBoArCzV7PzA+R39/sD9Dj2ODlEHgxenbXpx7rG0SRUUG0YOzy0nBxztRi4ictTFalZ7pNMBmyg58CIJWZbtor/b+28Xf//u3zg7p3764nxt8iUebe07mzzd1/o8gxUzFIMVgxXCx5rBKqZi/Q2xhvSAP+AylAmlK0yowQjXF36mzdBDCy0qr7IT4Npk+S8APoxrE+dr/ExbNwDQQwv/EWEejBSuTaYBP9MW6a559uNb+jAy/4Yz7DhhaZW3NGwhXFV6Vy8XV5HDyePDFunuPz7wSzOiihzl5NxuPXf5QWPsjnlzpudLRpr37zivfu5GRaroj8JdM+8EwhAUF5FD5jtBEARBEK4n1QhX4Uw/Kb8/dQXAG3HN7u5rf3znUQCY/fiWWgC/j9AuvSpgtD++M3IoOT208OcoU+RI+75bGAopV4vSyd4vkONtDApjqqEUwslutLAF7xmIqOaWlkUvH+tqvcPxmkCY3yISFjzvk/u/2v7fNvzaqfkNs5a7nDNshmsA3FusTcqkkDKpMSJTASbUYqIY/cK7EXpfZCfE7KSYwqhJMudxbru0q0jBz7R1VGPA7Y/v7Jz9+Jb9ADZGPbeY2pqLVsVvrkfhmmy1qiKHQywdgOIZqDfdvm41gCEAdU4jQ3RPjiznLlx5wFq7c/7cGfdTTnAgI78nBzObUj9rmW5cP//IPxqCIAiCIAgV8BSAQ7hmW4+2q0d7VKRH7/mZNic7p/3xncMAhqs07p8AeLScE1PptFtC0bwhFOXjmq+EyK24ABzvk0vdW2yYs6r7WFer4yUBlCkWMHj2/z7wlP7du97x6uKmuSMEqnzVVSLg+nlNKDtbRI6bHH6m7Ws3egxl8hkAn4t6kqsnh6I89aoK43qT7erx4SpeuIarFHwtHot5C2bP2X++/fJmx7GhdMWpwpy/1LnFWLtr0fxZm7PugoXCVTI5U1xwXaGQ+U4QBEEQhOsGP9P2MoCXb/Q4yuB7AC4gf5h5UfwgcDIUI5jajtVQ8tuTYztz9uRwumlncFH7clXL4tmO18tStr3KwIxPH/ymfv8dbz26fNqCq4UWXBKyFsH15AllZ1+PWsuCMB48CeC1yGdx8YkoS2YycHIxZHYWOQYd27mJHI5xI7ZEiaj3v/1dkeaBCkqTAwAutXffd6atfR8zB0Bh4YndryQihyAIgiAIQpXgZ9rSAP6ynHNTvqMnh7vIUdUwFFVlTw4AyNq0+Uh48dsWNMw66doXQlGhEi+Xaf/88rcXnug6e+hah9X1minAhLKzReQQJiXtj+/0Abw/6nkczZXK0fPC2eNgTHboQh26NHJNPFosXAUAHtn6ho2e1mdd+gIAcMm62iVp7+jZfPrspYPMXDghFzuH9xR6g59DmIRrMYC5AH4UaZCCIAiCIAg3L58D8FzUk9J+2sk+Ve7eBa45OeqdOiNyvReIctNedGH0rbduvRChL8DdS7wQjV849N3lhzpOHQQKhqu4/gGKtVsNYBnC6pFviTTCcUZEDmHS0v74zl8gDFuJQpQ4N6cJJoInR1WxjmEjlm3RSUxrTe9+y8NnXK/rGCVTko6uvo0nWy8eYeZh5rFCURXCVQbXtmw4tbZlw7m1LRsur23ZUNVa9YIgCIIgCFMVfqbNAPgdRKwQ4wduZjG534Y6NQw4WAAHL2yCsydHlIXRom96YcPsexrjdVFyE1bDZq378pEfrj7YfmJ/gXCVaiR+PffomsdaH13z2IVH1zzWE32I48eEcisRhDL4UwDvBDDTsb1zQlECfJdvP4NdJyLXm3YnSnlo5LQrqdT+11//rU3/+v3vdDFz6SoljomdXOjq6V9vT9mXceuGJQCytcTDEmagAU1aA2QIFBBgQAh86+fWWzcA2hH+GOQeZwCJQ90H3g0gWNuy4alqjVkQBEEQBOFmgJ9pO0EPLfwEgD9zPSeVdjKfoUi5ehK4lnL1AJwDULS6CME5TiaKyFH0XoCIEm+9Zevz/3rkh1sj9OfkmVKCmq8ee+aOe+et/tmshrDGAIGsIhUAMIZNL4CAQAGu2dABAJspJWw1dL+FfYVAlohMuIcFiNfNuP2dh7oPWAB71rZseLUK460aInIIk5r2x3d2z358y5/B3aPD/d88UeCSZJPdwypWAdgDwD3JZxEynhxWQflElCaiQEH5isgnKENERpEKYio2AOAIRgoDFtfEAFubqLGPvu03OvcfOdIS0x7nbjS7AAAgAElEQVTHvRhinsdxL46Y5yHmxRCPxZGIxWn2kmndapbdoRVBKaW0UqSIlCZFKvOfItJElN1rItKKSIPgEUgToEHkUfgDsjwdqO3vW/Pee7XS0xH+jTwAS0e/Z2buONl/fLSgddvodhnuAfABAD0Is5sLgiAIgiAI0fg4gN9GGJJQEj9wFTmc41WcRImFDQv2IFwwC1DE3o9QXUUDYEUqUFC+Ju0rUr4iHWhSgSIVKNJGkzKKVA+BLoFgCWQtc8CwjBxb+5ZpC82ypoXb4zpGmjR7SkOT5pjyoJVGTHnwlIeY8uinZ59LG7YJhF4UKmevcp7rzKYy7ze79zLHr+570/2xN8968Lm109fdn2kXB/CGfG/67MDp59I2dX/OodVFPqPsPc3vAhCRQxCqzOcQfrnudGirLLNRRAahShrkbAZhHg4DwDTV1nalfL8jFAvIKiKrlLKKlNWKrCLFWimrGL0A+nKukW9yrwMwrcBrI2ipqU9vnr/ikCJVS4QYQlEgO2nFsvsVzcsxr36uApDIbIXoALAm53k/gMbRjX7/N997eUnDihmlJv+DHS8+91LnwfuLtYnKxcH2hr/Y/Q9XPnrfH0CRKuZNUk5ZrQlV0koQBEEQBGGywM+0DdJDC/8IwL+5tE8HAQJrAsPWN9b4hq1v2BpjTWDYBIE1QWCNOd/fOdiR7DtsmY1ltpatze4Ns7WWrWXLRNQzs65xJxjMYDCyjxA+AxDXnp5TGwwC2ILQm2NRofERSK+atvJgXMfrNKk4kdIK5BGpmCLyCOQRUUxBxVY0rjJKqRhK25JtABZmn/SkunZ0pNofyG2Q8OL46P2/t7NG124p9Rn+5MzOdgBRq7IUhMGJ/Vf2vc5Y89ydM+8qasOXmaR0wtnaInIIk572x3eaT+z89Ptfv3LDk1qpRDg5QRPIQ3Z/TRzwdl/aYxkcR4nQlQ8//IjT9X9y6uX9KRPc7dD0IICNAA4A2FCoUUzpeEx7a0t1xiWqpuQwWgE/DeCO0Y0CDuYMm6HtdV79g8U606QrTjw6mum1DXrb2aOr/njn35z8+JYPG0VqVoGm5cxZE27iFQRBEARBmER85Yk//vO3zG6ZcV88FvM8z9Ph/7WOeV7M057nae1prb2vHn8Gf7bzM9nFudoifd7qeO2X0Fl6IbNnODhwy7RlAHAJwBwUsPOJSM2snXGXy4WJKAk3O3KEV/dQMDgtX6NLQxeWL2lYniKiYouTICLjWF/AiUzoujrY+eL9AQc77p618YFCbYmmhsghiUeFKcFHtnzwhZpY/Psx7S31tF6olZ6nlJqlSE0noiYiqiWiGIU4Vk1xg4hcS5imEU74twM4WqiRdaxewu5VTka36y3U8NLwhTuYua/Q60CkGEpnLvR3Q5MaPtV7bsUfbv/4oLHmUoGm5UyiIuYKgiAIgiCUCT/Txg9u2PQXq5ctn7N84aLFi+fOWzBv5qw5s1qmz5zW2NTcUFdXX5NIJGKep2NulVyj4NThoJ+syTzcBGBfieauRQNc240QOZJmeGneztifP2QGny/VGRVOql8WntJX+zvU9coDey7v3l742mWJHBPO1p5wAxKECvhzAP8RJZRhBRXYKs4dBGeRIztRJgC0IAwjGZMw1TgkCgXcEopmcBYzLZtp/X7vtqb4tIKJkcZF5BjoXmLY1gLAuf6LS/9g2/9q+/ut/+O8p/QCDp0TjWUbGGuSvvVTzGwYbJg5yOyNBRuAGSAKbJBktobBbJnNP1/89C8zOBuvuATAFx5d81h/td+HIAiCIAjCVGRty4bTh7oP/BGAJ4q1826QyJEMUrneEfcB2A6gkHdyEkCDQ7eRRQ5mvmhh5xVqeHnowvpljbf2EFFeb48QqnKxgpELo8d6jj3o22DblnkPbAUAw5ZtGGIUDPjDQdIM9xhrA8M2MGyNZWOMtdawNYqI0ibw09b3jbXWsuW2/vaWP97+xK8gXIxsAnDhe498/qfVfA9REZFDmDKsbdkwdKj7wG8D2IEi5Y6IKO1cNMkB5e7WlTthzQXwEkKxY8TkHVjrJEpYFBQ5/MwWIPQeyS391YUSlWiuJC9vro81PqtJx4BMyOO1XCI8NOz3bT96ZIdvAhUYQ4G1ylhL0+rq08Zee371NWOUsVYF1qrAGG3ZqsBYbazVgTXaWOstXTbP5Oa6vjh4ZeF/+8VfXtqyaNXPA069AdeSKxV17yvC90c97wXwxTL7EgRBEARBuBn5DMKqhq8v1MBTXrUXwxxFjnTNqEP3I7S184W6DMFN5Bjh/Z0JIbEMTjPYzyy2+Zp0oDKGbMomTwIoKHJY2KbedPdPpyWm12GknX3V1r5z1vLhgaD/bCaZP2lSyreh0ECZjP7Z1zL7nE3pzGMdbsqr8WJjqr+c7Htt64nu1h//4NQLDyFcBMzmHsmbkLQEoz/jEwgLLtwwROQQphRrWzY8d6j7wCcBfKhQm3QQ9PUMDwTWsgmsye6NsdYExhpmZsvWLpw+I6ivqTHIZEUeta1DKFBECVcZLYbcCWAbgBFeE65hKNZaIBQtsjlHYqMeZ2nLeXwIhVXtzCC55vLwBZpftyhvYqJXL1/c+8wrL21yGaMrSzDn1dH10q8Md8394al96g1Lbj+llSpaDqwMCv74CIIgCIIgCGNZ27LBHuo+8D4Ar6BAidOY8oDQWzmb4D9b2S+3TClnHudW/MseDxAm7N+Y6dJJ5EiZ9Oj8HxphMtArAEbnenPy0DjZf7wLQA2u2ddxhIJATWYDAMyvW9RR59WDmbvbBs+UTCzalerY3BxvARGNKQQAAOtmLz3Zlepc4TJGRy7kO6h18B8WNc3Ydq6v07W0rSuzHn76fbHvPfL5qqYIiIKIHMJU5M8Qhq3ckj3QHGt5fmbNrLkAxd/07x/yAmvmluok7nlH//ztv5avPOkAciY25R67lq/dgwjLu6651oidPDkYrAEUq0SSJffHwanm9lAwuN6wGdCkx6jcce1VPZdPoTK8ycCf/bPWQ/oNS28/4Sm9soqXfAeAj1WxP0EQBEEQhClPJmzlvwP41KiXDgFoWjNjmdlx/mBRr+EMKQAvI8yhMZrcnBFunhwmXZfn8AwAe1CmyIHQbm4u1YiZDQBYNmeRWQQthoVtLJbsX5GqargKioSu3zVnyVZPqe2ne64UXQSNSAuAXwLwTBX7jIQkHhWmHGtbNgwB+C+5xxQpQ6SWEtF814kjHQSFSjcdQY5AGCFcJR+EcAIdzDng1J+FW1gLRv44ONU4B9DUnep8Md8LMV11N0QwuODfJGWCGT89fWiOb03BZK1lcPdnjzyRT8ASBEEQBEEQivNPAHaOOjYLwOKaWKJo9cIcEhgZUp1LbglYp6TzgTU1WbFhFJsBPDfqmGviEKd7hqwdm7bposn7c7mSvFTQU0ORqmriUZR4v2tnLXrwlpY5O+F4D+LIe6rYV2RE5BCmJGtbNmzzKPaJWl13qM6rfyWha64qtoqUk3q7ZOaswwVeGjEhRyi1VOj7tgRhzGCmP7eJLUJ1lex1+xDmAnGiN909L1/5qriOVT2jFAp4cmTxrWn+6elDC9MmeGXUSxbh32MQQD+AboQukpcIdJ5AZwh0SkG9CuBSQ6x+J8JkUwDw1c8eecLJs0UQBEEQBEEIWduywQL4zwjDVg4h9MjQAOCRcr2/PI/84cMXACzLeR7F7hwscHw9gNM5z12r9bmKHBYAkmbYsVvAt/4C3/p7872mSV83T44st81csGX1jPm7MbayS4Awh8kAgF4CdRKoXZG6qEmf85TXGlex1xI6fjyh48caYnUvZ877Tw8//b5fq+7bcEfCVYQpy9LGFZ8G8JHRx5Vyy1i8btHiQkkulwF4HuEEWadJVSpyAGEW6F0A7jPW5Pte9iGMA7waJmPZLawF134cziDMJeIEg2/p83v3NsenjXAjjHvx6oerOCjHgTWNP2s9vOLDm969tynesIEQ5l1CuBJQMiFpyqQ7Ejq+Zd/l/XtTNr0JwB0A3oswiZYgCIIgCILgyNqWDScPdR84BOA3c48rd5GjH8DqPMdPIbSZTyD0eF6Tp01eGJyi/LUH6hAmETUI7eKh0Q0s23ZFarQXt5vIwaHIMWyGSoa25NI+fLFuQf3iMcd19cNVnLh1+tz7bp+xZNfbl7/jrpiO1WWSqXpw1Ay6kj0d5/ovXf7onqsFeD768NPv++73Hvl8sth544GIHMKUpUbXtSbN0AsA7sk97jpx+Mbk86i4gHDyzcatPe+ng4HevsHDzGysZcPM1mY2tsyM0B0iEYv1Tm/Jm18oy1oA25WiAYQugIRwkicAjQjFlecQxheutmxdle1su17H9lfpTLbXNsWaQXTtB8NTuvoeYJkfh1IE1tT97d6vrPvIpvccbErU3x3lEgkdnwkALTUtg5eGLn8FwMceXfPYaM8QQRAEQRAEwY2nUL7IUeg+NJuE9EEA+5j5XP/A0GXLHFY6ZQ6LBIRWtrXMlgAwg5mxrHB9RawEsBfA8N6LRwZ7UgPnAxtQwEYF1tBL7a+umV03/cSvrLj/8uLGOfcQUQLunhwMAEmTHKtYFGHYDN1ubPCSVt6I6iTkvoDqirPtnubUfd89850X3rbs7etBzh4vAIDpNdNmJnQ84ZHeH7D5LIAnv/fI5wuFJI0rInIIU51PAXgy94BWbi5gQaZ8ySjmZ7Ys97ZdvLLt+Pnzt5fqL5GIPV9C5GgC8GAqCF5BYY+LbMWTPbgWdlGK7MQWOb7Pwq4dCgZfro813JE9Nh7hKgViKPPi26Dmr1/413V/uOm39rbUNEat8tK5onn5Xz6y9J2/iHieIAiCIAiCMJIfIlz8u1oFT7uLHIXsydwEmBut5eFjr7WNrpySF2Y+V6LJJgA43Hnq5WNdZ+4Y/eLZ/kuN/3TwmyunJRouvWfNW15b0DCrOXehr8iVLTO3WzaF8vkVpCPVHsypnT/i2Dh4ckS65x8MBu755qmv73/78neu9ZRX0ls6l/pY3Te/+iuf/ECNrrsh4kYWyckhTHW+gpElVJ0nDmONk4qqleM9PxfRlnObMbtMRJsNB6MzRReiIjHzSvLSCDFlPDw5oogcABCwif/N3i+v7xjueT7Caa8BuGdtywYROARBEARBECpkbcuGFIBP5h5TYSixC04GNBE5exMUS2Sfi6e8ou16UgNzP/Xi17cM+sko4SoW7lVbrtLv991t2Z7KPUaouidH5HuBYTN89zdOff2ob/0xoT1F+CMAv3OjBQ5ARA5hilOj6wKMyrmglXbyaDDWOk0wMe0mcrBjDg12nPQVtK7RtcccmlYkcgQcbPStfyn7POZ5VffksBzdy8Sw9f5u7/+559Jg5y7HU35nbcuGU6WbCYIgCIIgCI48idwqgVUXOdztWMvWSWTwHO8FYpS4AAfhIhOu4py7YjR9fs/IBVnH8UWgLNs9ZZJ3fePkUyfTJt3v0Pz7AP6mRtdVW6ApCxE5hJuBf0ZORRSt3KqXBMbVk0M5eWhYZqcJhuHWTpHSC+oW3zqvdsE2AvnFhpjZF42VKXaprlTH8eyTcQpXKWtCtGD1D/u/et+5/sujy5iNZtfalg07yrmGIAiCIAiCkJ+1LRt6AXwx+1yRq4uzmyCQCRdxEi+MdRQ5yE1EmFM3b9byxpWnanTtiWLtGMyGTalQmYJ0pzrXck5+Ou04vgiUveCZtul1Xz/5tbakSZbK7ffXE0XgAETkEG4CanTdFQBfzz7XpJ2+gEHelBxj0Y6hh45hKGB2m4gsW4+IdH2scevyxpXtSxtuOVDAsyM7wCjuZiMYDAamXe3MPdbSGXZMPJr3XACffvEbW072nN9epNno+uiCIAiCIAhCdfh09gHB2ZMjyo23q8hRbNHvKjHt6NXN1ipSKxfULV6+rPHWI3Nq52/LNxZmZkVqWp4unDBsplvYI9nnBLrh4Sq5BBzc9o2TT10eCoY6CjVBmNR1wiAih3CzcDX5qKsnhzFu4Sqe1k6eHGBXVzG3sBYDc7U/IlrgKW/DgrrFMzF28s3GMra4XX8sls0ay3YIABoSdTWl2kfvvzxPjiwM4P97+dsP7r90bFuBJrsr6V8QBEEQBEHIz9qWDUcA7AcihatEqdyRdmlk2W2FUpHjvUAmPx8ReZr0msZY09YZiVljbMrQkyNod+mzEMPBUGf2cVzHq514NFKVlHwYNiu/cfKp4Z5Uz9k8L79Yo+uGK71GNRGRQ7hZ+DmA8wAQ0zFX9dap45ijyMGO4gUc4+Ys2zGqLBHNzONWF8/slzhePx+x3nTPSwAwt3HGbIS1xivG+qY33TN8ZKhrwOnHqxRfP/Gzrc+eO5AvLGVfNfoXBEEQBEEQ8vIlAFAgV6+BKOHPTnansdZJHHD16jZsxtwMTItPv3dO7bxtyCkvy2w5ZVKuVQ/z0p3uvFpiZVp8WuQEpvkw1prLvT1nDredO1mN/hi86OnWb9V2JjtG9zfh7GwpISvcFNToOpM0Q08C+BNPOYarGDcR1bnaiKMnh2vi0XwiBwBk3OrMsBnafnn44m2Gg0YAZ1CZyIHXrpys+5+f/sPt6cBHf+tl9v0gBmbFDAJYgUHMrMHQYFZg6Mx7UWCoTJsYQjWZACQANANovmy9K3MWuRaLKc6PTu9+IG385x5acs99dK3u19DDT7+PEAq7XmYMHgD+3iOfLxVjKAiCIAiCIBTnKwD+lshZ5IjiXeAkclh288LW5Fa9JF+lRSKKNcaat9Z7ja9eSV7q7ff7Nvb5vcFAMLDOpc9CpEzy1mdO7Prhpb7O+pcuHjM7Wvft9E2gjWXFzGSZybJV1rK2bDUz60y+P8UAMbNiZo+BOJg1hzZvM4AltfH4tNsXLqpkeLnM+t6Z7+q3LP6VE7NrZ6/MHBsCgM8eeYIw0s72APQ/uuaxqiyORkFEDuFm4guIIHIY95wcjp4czoq1UziIZVuwPyLSdV79g0sbVgQBBwfODJy8p1hfhq011qQZYGuN71uT9m2QNmyNscYE1gQBm8ThthO41H7lwWJ9lcOFVy/NedPWzT9YuXxRM4GgiBSBiAiZPam0CQa2nT3agnDSzm4aWSElFE4CAPzzs/sW7L7wSg8ze4ZtzLfBMQAz81x66OGn37fme498/ky135MgCIIgCMLNwtqWDR2Hug98m4DNjqdEETmcVh6NY463hBd39eoueM+gSN06p3Y+ZtfMO3slecn2+b2lVut8hO/DIAy/SWUeB9l9Cv01j//kn+71TRAv3E10Ur7fsOvE8Z/dt3JVAqG9nF34y+6z2xUA8zDSzs7dc+Z9qB+e/X4TgD6EesKGzHvIt/D7twA+XM3344KIHMJNQ42uey1phn6qlXYSEQqJHNYyLFvDlk1gjG8CEwDoRPjlztbIDjKPLTKTWkzrrqZ4Q58mbT2ljCJtFSlWRKxJsyICgVgrHSDjZZCz5UIAKGVSePr0t5WFUZZZMVtl2SqLUN1lsA4VXZ7OzK+91H6m7Wxfx63MXMMjFVYP4aSU/VxqC30md771jkWXP/fzVra81OUzdMUEZvWsusaO5kTd/YXaxLVuBeB83eFgRInuQj+OdQD+AcBbXfsVBEEQBEEQ8vIZgO5zbJt3kTCTps0ywzI4YMu+UtRjLSeQEQOIYAAKADARAoAMEYwxtlOTPkAgA5AlAgPEhHAPgAkETV4XgB0obGcDAD114od2UePcXWnjK98GKm18lba+Thtf+9bXvg20b3yvK9W7NKb0tg9t/M1lCD2VE7hmY2vgqidzVtipz/feV89dsvITb/vg9j/4xj9WdUHRMusfv/Ti6vtWrlpQoukeAOV4pGRFkXz8wWePPPHko2see7mMfstGRA5hykAPLXwPgI24NonEce0G3gMQW7lw+ZWzHRdWpYL0KwjDLIgZOgyjuFq6VQHQHWhdtfvfd3dyGGKhMTLUIetBEFcJnZixcdGMUuNji7NfeNPHFpdqZ6xJf/nVJ0squAxGT7q7VLOrXBnqq7XMpSa3onhxr/7et246t/vfXzAos+Z2Iawt6WJYSQ6hRJHXHnn46ffFv/fI56uSF0QQBEEQBGGqMfvxLfMRrsjHRm1ZGzkOIHbvsttPnuhq62ALxWBiZm0te5bZAzMBIGYoZtaptJ/tw0MoLmTt7OxNswegZuOdt9YqpfJ55I5g5YyVg3PrZ20o1e5s33e3AXigVLv97Yewv/1QqWYAgIWNsy8BKGnnl+KOBbc8+OY1m/f+6MieTZX2lQu72dHjUQJWA3gbABE5BKFM3gLg3cUanGg7dRDAXS6dOX/LOb8SPbYZO4kCEWIZnWHmgUE/VZHAkWX6/JbVRHSBmeeXbu2OsaUqrFC5ospZVOFHRxAEQRAE4SZmOoAPlWr0/OnDRwCsqeaF2TlcxTUnR1XX6QAAixvnusW5O/Dw2vuTPzqyp1rdZRlPkaPYYuINQaqrCFMJl5X4ssuoFoLZTbywju0y9cUrytA8msCa1mr2B3Ir5RUFWzoHilup3rHkK3UlCIIgCIIguONq+/VX/crsKHLkSRSaj/pYwcjssrll2sLmavUV97zq36O73YeUK3LcUuZ544aIHMJUwmXynVP1q7pWTWHrNKMSETzyTlc2qJEM+KmeavZHRFUpbZVLKZGDyg+PqbqwJQiCIAiCcJPhKnKkSjeJBoOdRI6USTu1u236LU75+aKwpHluRVUMc4nr6osc4xyucr7M88YNETmEqYRLeaIaAMeqelV2+x5xkYSeo5ldO6e9/AGNpXt4sGoudABAajxEjlLhKmXPV7chzP5cjHK9RARBEARBEG4GXEWOqlYGAeDsyZE0Kaeb9NfNu2tl6VbuEKi9PlY7rVr9eeMgcqDKufRGUWox9brb2SJyCFMJ18m3qqEgYHbNoeH8BV/RvKKhzNHkpXN4oKma/ZGiqte7dghXKXdyVgDayjxXEARBEARBcFtMBIB7ARyu5oWZ3Tw5Si6XZWhONLYkdPx4JWPKpT5WU1VPhpj2xkOQGE9PjurH/1SIiBzCVMJV5LgLwN5qXZTdb76dRY5F9YtvZ+aBMoc0hu7kwMJq9QUARFRVzxAgLM1bgvFUoMWTQxAEQRAEoTBR8rFVtUoHA052J0e47O0zbqmaMDG7bnpV85AoovGwS29UdRVAPDkEoSKieBfMAlCdkAvHnByI8AX3lOdvO3r4YJkjGgEzd6VMULLsVhRoHCbBcUw8CgAd49i3IAiCIAjCVCeKnb0WwO5qXZiZqy5yvHnpZqIq5ZJY0jS3qvfUitRkC1dZUeJ1ETkEoQKiKMxLAeyqzmXdqqbAsfwVALzWcfaVnx16ZcuF7q6dZQ7qKmlrzlXax2hIkfN7caV0Sg7Eqn1NQRAEQRAEwYmolfUWIZowUhhHkUOT+61t68DplfcuuLUPVagGs3zagqomudekJlu4ygyMR1WdCnDNJSAIk4GoE+ntAAYAVJT/ghS5hpUoAEgbP+ge6usZ9pOpWQ3Tp1tme6rz3MXAGJs2vlGk6F/2fisBAF9/fvfihzfcvX357DmbiKiseLeBdLK3nPOKQUpVP1zFlKiuEr5/Rnlq8ISLFRQEQRAEQZhERF3gWghgO4AHK72w0tqpGoplBjNjOEgO9PuD/ZqUmlHTMuf8wOWzQ0EyFdjAGLa2IVbT3e/33T+zrnHByunznjvZfXm6YXtbueNb1Di7apVVAEArNR736ONZQhYALgNorOD8qiIihzCViBp+MuN196z70Rtfv7lJayKlVGYjlaW7p3+wo7PHxDyN5qYGPXvW9OlaqzgRaSLSSlHcWFvzl//+dZfreYs/+qasqJINH8mqnqPrS/cBQEd/3+IvbvvF4oZETef9q1bvWz5nDsU9z7PMtjYWr2msrd1Q6qLdwwNVdxHzYvpGJB5FTOl+35pykqhWNfGqIAiCIAjCzUT74zt59uNbAkS7f1z39+/4ve3NtfWeVpp0aGKTJqW0UoqIaP/Z43318RrEPI+WTJ9b15ioa1JEXsbW9ggU+9Hp5/t2nH+x5MX+1wv/ZC1bg9DWbgAAReqiZbs4t93suqZtmxeEpveqGfPuXzl9Li4N9hw809vZO+Sn4gAQ117QnRzcjBLVYhToQo2XmB/hMymJp3X1K9SMb7gKAFR9UbUSROQQphKRc2y8dqpt3f/1Ww8vKPR6U2M9liyaW7QPIuqOet0cCimeI76bA6nkjB+/fPCB3GM1sVjfr969aVvc8xBYi8AYBMbAN4aMtWSsJd8EZOqqf4PfML3BH+gerGqf1sET8fVLbz99+EpbcL6/6+6I3Zea2CUnhyAIgiAIQnGiihwtRy+1er+x8Y33FWrwxtUbS3ZSF4ufcLmYZUsYZfNZtvNGtxud15OIMK+h5a55DSOjTs71de473989qIigSSGzJ6UIihQpIppXP7sPQFVFjriOzdekrGFb1dQSzDzmvY/iVoTh/AX/XsW6L/LadbezReQQphKRvQuudHQv6O8ffLGxsX59BdeN8sVNwS08pqRgk/T9pqee37W1VLtNd63srXaS5sGewarPHQ7VVZDQ3p31sUQ5eUpKdT5e2aQFQRAEQRCmCj4Ap9CRLE8d+Hntb2x8Y4WXdbZjnRo65IEDACxqmrFxUdOMom1uaV6+zamzCPgmuGzYLqt2v8zMVPymYD6qVZhh1KXHoc+iSOJRYSoRNSESAOAnP98zXOF1o9zwDzm2q8oEE495l4mouRp95aI9PQ4lZK3jD1NZqraIGIIgCIIgCJUR2dbuGR5Y39bdXlEVE09pVzvOyUZk5qqt/jXEGqq+8KeUGo9wFVhml7wqVbfxbwQicghTibLyRBw6crJguIojUSY31zFWpXpJQ31t1WqA51LNH4csLp4cABDTXjmfTam5bkpM6IIgCIIgCONIWbb2vrPH2iq5qCZVVZHDVnHtq0bXFHf1KIdxWppjN3u33GqGxUZ93e1sEQl+Y1AAACAASURBVDmEKQE9tPANCKulRObipY4l6bT/agWXjzIZuN6gV0XkaGyoda38Eon0cLrqCrNL4lEA0ETlTP2XyjhHEARBEAThpmf241uWzn58y5tRZqqDb720vaKbXM+9oqrTIlwVF+tYkVpapb6ukgr8cUniyW6eHIkyum4FULIYwvVERA5h0kMPLUwAeAbAh8vt48c/3X257OsTRclW7BqGUi1PjnH5jicHU8WzsZaBMW7hKhHU/CyHUV4CJUEQBEEQBAH4IIAf4lp1wEic626/52Jvx8VyLz5Rw1VqvdqzRBQpR4kL53uvdFW7TwDIVJ4pRTlCVhfGv3pLJETkEKYCNajw3/KPf/b8ZmvtlXLP10q5ihfXNVwlkYhNr0Y/ufR3DZxly4tLt4yGqycHoiVR7QMwDaX/fUjODkEQBEEQhPy4JM0vhv77nz9Vtte0dl9PdLpBr1a4SlOssexF0mL86MiecSkOwuwUNhJVrNiG0l4c193OluoqwlSgD2E4QtneBUFgYvtePHrknrtvL1mtJB+KyDfV/T5VReTQSlVdjDi68/hpANl+GYpSRAhAZIjIh6KACEG4J5vZGygYUmQyx+zVfbhxuz/Yf66zY4exlo21sJZ5VlNT3bT6+k2514+oZh0FsBkArLFnL568fJoth4JKON0SwNzfOQA8UuknIwiCIAiCMCU5VmkH+84eu2swnRysj9fURz03QriKE9Xy5GiKN1VavGAM1tqO7x/adXf2ORECIkoTUUBEgcrsiSggRUaF9negQhvbKAptbKVG7xWf6Lroe1pry8yWLZiZ18xauD6uvaacIUT5sA8B2JJ9cup0246Orl4bBCZraxODub9/qPfRNY9V4dNxR0QOYdLDz7QxPbTwdwB8HUDkiTPLt7/77Kp77i4rrQe0UoFvnHSJMQoqMwMMA+aAGQGYDWnVS4ouE+CDKABgiGAAMkQICLAZUcESwRKRJZAlIlaKmACe2dic/PXVb4zHVAye0vCUJk9paFKklSZNSmkK90qRUlCKCBTuSWtSHhF5isgjkDeQGk6/7Z//tJkX1q+bubC+H0AtEXmIWEqsEMf72nH8Z8+MOPa6lat2//JdI8VhRc4yx3MA7s8+SSf9Kwd/8nIhEeu61+8WBEEQBEGYJHwOwMMAHqqgj6ZvHdz23Hvu+Q/3l246El2dnBw+wrDxwFoOrLVXmOEzc8DMhpmNZQ7Y2sx6m7XG2nBvrLXW2iCwbIyxxlgOgoAX376kB3XILSFLOWNQmY0QCgfZ17LHY5njXnb7wivfPXqi++z6u9YtHwIQB1CTsbWrcs9+tr9zzLFbps9tGyVyuF4rBaAFOaLIN5/+xayTp9tW52n7LD4UZaSVIyKHMGn47JEnCGEynDjCG+t4dvuzjz567smv/eCvh/uG30marNbKqsymPW0ye1ZasfaUJa2glILSxEorqMzzE1cuHPA8r8GyJQbIsiVmwIKJOdyuPgaTZShmpp5Xr6RTQ6k6ZlawrJmhwz1rMBRb9sDsWctxBLYX4YQQQ/gd1DlbAgDue8c9dS3zWuZU8nndOevW/RvmrL67dEs3GmvqAKCPiJpKta0WuUo7M1sAUO7hKlXxhhEEQRAEQbgZePjp93kIbdHsFgcQv2f9qsTds5b+jy/+4hczQPAIZJUio0hZrcgqUtbTyipSrJViT2tWRAgfK2il4SmFHr+nb9f5l7cH1pAFw1hDhi1Ztlf3li0Zy8SwZGx4/IXXjvYfPtP6EoMVMzTCvQdAAawzjzURFq1dvXR7bU3iLlyzsz2E4kIss+FyR1fig5/8q1mVfl7vevKR4wBWVdpPloZ47WsAZlC00OyKyKm4wpnNVVHqB1BphcpxQ0QOYcLz2SNPvBnA91EkUmFaTd3udb+05nUVXsoe77k0ACDyTbzfO3w5PZByESUMgOaSjYx1zfFRkGXN8wcr7SMLM+NPnv7MNgBlhfNUct1hP733p62HNuHa3/+6jkEQBEEQBGEq8/DT79sPYD2KeEI01dWd/9O3vaOim9pLAz3bvnNyx4ORz+vv2h4Yc2epdhzepr+KEra8UqrivJRKKa5NJJZU2k+WiwMdrS9ePl6eS3klMAPASQArMIU8myXxqDAZCFDi3yqRewxDEY6gDIEDAJTWrqLEWZdG1jhlPy7KosbZVfl+B9bY3/v6J3fsPXPsuosLDFCNF1sKSQwqCIIgCIIwXliUuMG1zK7J8wtytq+zpZzzlGOscszTnbGY11iqHUWIfS7Eknnzz1Wrsspr3eeO/OOBrzVwmdVrKoFDG7vsyjcTFRE5hMlAulQDhaqIHGMD1RzRWrlO/E4369a4lhopzIza5rJ+SHJJ+enUe7/4l/sOXzz9QKV9lYO1loho1sLG6ftvxPUFQRAEQRBuAkra2pYr8zJm5oH2wb415ZyrHOM3Eol4h+fpdaXaVWNxdP2q26pSWWX/5WP7PvfKd5bdCIEDABhs4eBlPtkQkUOYDJSceInca0sVoezYPOU5l5B1Ei8q9eQgAAkdX1ZJHwOpof53feEvjl/u776nkn4qIZuTY2HT9KEyTp8yLneCIAiCIAjjSElb2zBXJHIMB+kjDC4rVYJSysmmY7ZO9wPV8OS4Z+0d5dimI3j23IFdXz/+s/UAaivtq2wYDGAdHP4NjKLi0PrxREQOYTKQKtVAVS5y9AK4rdyTlXYWOZwwQWWeHNNrms8TUV2551u2eNfn/+J8f3LojkrGUSkmI3L0pYbLESwqStwqCIIgCIJwk1DS1ja2Mk+OiwM9Ja9RCNdwFWa3e9sq3DdgzbIV8UrO39F2cPePTu++D9FKtlYdG3pyXEAmKWsETo/DcKqGJB4VJgMlQ0Go8gniGIDN5Z6stXb1vHANV6nIk2NJ87yLqCDj8d4zx15J+umS7n7jzUtnWu8+fO7scGDMBgYG8jQZ/XleFUOUUvPBfLxr37nZzNBsOV9JK0EQBEEQhJudkra25cps03N9nYvLPdfVY5uZ3RbwVeUix7yZsyqqzvLzs/vqKx1DNdh57vgihIURhjDWrs5335K1tdcBGDj5wqkDZ185dxcISCZTK8dxqJEQkUOYDLiEq1T6b7miZErKU1UVOUxgKvLkqLSyyqee/UbVKrNUAjOTb0xZLnzWWgyc6uz2k0HVSnsJgiAIgiBMQRzCVcoXOSzbc/3pZNmVSFyroTC7hcNUet/gaW0S8XjZ76e19+Lx4SB1Q72lc0iUe2KQDo4de+HVyNVyrgcSriJMBkq6txEqFjlWVHKydhc5nMIurLEVVRNZ1Di77M/j+4d27T3f23HD8nBUCzb2xPDF/ntv9DgEQRAEQRAmOA7hKly2yNGTHGot91wAUI6eF0TkNEaiyhb6b1m0uJWIooZ3AAACa/wvvPLdKVE18NC2o/m8rCcEInIIk4HSXhZUUbjKaQDzKjgfyj1cxTXxaEWT3/SaptnlnGfZ4h+f/cYMTIG5wQa2/0aPQRAEQRAEYRLgEq5Stpfxub6usr0FAPccGtayU56MSgsW3LP2jvZyz9127sALaetPiRDqwZ7Bphs9hkJIuIowGSgdrgLKndR8hIp0OmcLRm3GGmtSQylOJ/0OL6YvW2MtW2ZrmcO9ZbYMayxby2BrkXkOyww2lsLjTL3tva5qrlu4im/SAHYAeADAOQCXMu/LZvrI9jOmPwJtiSmvLBe6nx7bt883wcZyzp1wREtVKpVYBEEQBEG4WXEJV8mKHFaRSimotKLcjYwiFSioQJEyipQ52tlqhvwkLvR3JQHsxkg7NteGLZb7gZgxgDAHRFEsWyd7XGvl/dMn/7j7Tx//dLq7p2/O5k1r99XV1gT19bVBzNPseZq11ojFPPY8Dc/z4GkNrRWee/6lpvWr1kStRAIAYGY8e+5AWQuRExK3yr7ADbCzReQQJjx7zr+WMmyPEIgtszZsPcvWM2xjltmzzDFrbTNCESCWsxWl41zntr3fO7C1SsPc7djOLfGoZY1r38/TAFzj3c7PrmtpI6LIIkdgjPnkL55qiHqeIAiCIAiCMHn5wJ1vb/dtcFiRUjGltae05ykv5ikd80h7ntLxuPLWa6UtESmEJU+L5kzzTZD6l1eeYQA1lY7P8/Rxl3Zs2UnkYMAjopZYzDsHAP/5tx5e41qV8Njx1t2rliwt6z3taDu427fB68o5dyJCjvc1NwIROYQJT/tQXxrAmmr3e+5IW3MVu6vql9wGBgCmI/TmiFKi6sLS5nkWQGSR4weHd+9L+umyK8xMNCiaajxhJ2lBEARBEITxZGnzvFoAt1ezz6NdrUcArK9GX0q55b8IjG107DIGAL/6yw+c6ukdaAWwyXUsx187M2fOjJmRw7qZGT9u3TM36nkTGnK2n6+7nS0ihzAZqKjyST6YueNy65VqlkitqBrKmM7CnByrMlsUhpc1zy9rIvnSnh+WlUBp4iIRKIIgCIIgCA6UFX5RjO1tL1atUp9yr4aimDnrbVIMDwA2blgTyaPbWttx+XLXwpjnRb6HPtrZ+pJhc2fU8yYyRDRhFwknfXJBYerzvUc+bxHm0agap15sPcphSEi1cP2SO915m/IryOoFDbMiixVnuy6f6x7q31DuRScoonIIgiAIgiCUpqoiR1t/+2tt/e1Vu6EnFamKoosRHcVL+irptH9l8513vOwgoozhB6d3DZVzzQnNBLa0ReQQJgtVnXwvvnapomoqeahuuEr5Isf90xKNkRMafXrHt06Ve8EJC03kqVcQBEEQBGHCUFU7+2RPWzsA19CRkqho5Vpd7L+yvJdrahK3/ZfffiTyZ9WfHursGO6ZGon9cyBMXE8OCVcRJgtpAE4JgVxQSpVd6/t6UK7IoUkFntJLo5yTCvz03taj1QzdmRB4cY+3vOvek2HqZ2ZmhCVzAAaDs4ABcs8OLQiCIAiCMNWoqsjhKV3VhXRyD1cBwgqLpe4ZNDOXZf81xBoih9H/4NSuQwCqVexgwnD3L9/VobQ6jUzVHGbYzLqvzSz/MgM2PZSqWuiSKyJyCJOFqk6+sYSXqmZ/qL4nR1l33XPrZ5whohVRzvnOyzv3M3jKZHrOorRC8+zmSJ+FIAiCIAjCTUhV7exar6aqed7IMfFoBqeFTMvs62geIgCA5nhTpEVXy4yXrry6POp1JgOxRGwmgGUl28W9+uswnBFIuIowWaiqKEFK3Sj3KqfvHNvyhreseX571HO+su+Zikt7CYIgCIIgCJOWqtrZilRVXWQVUZQcGk55/BhcVmGDpnhjpJD3wx0nX7RsF5VzrUnAhHWFFk8OYbIQVWE+A2A/gLfne5HcSx5VGyeRo1xPjuXNC1IIP6sgs5nMFgBIE8gAYAZPBzCttfPS2Z7hgaqU95poULSKNxN2khYEQRAEQRhnyvHk+DKAN+H/b+9uY+Sq7juO/865sw+2wbVx41JCcKKWliK3Ii6t+mDSSGnTvLA0zYtWypsqrQM0TRUp6RNSm2qUNkVtqiotSoOoJw1KVCFFIjVMEhoRmsBAHAPm0QgwxGBiHsY26wfsfZp7Tl/cWXtYz+6cO76z9+6d70cazc7MmTN/29q7//353HOl8/aCsxmfB2zShRzTkjb2G+T8QCHHqclocrOkGSVXf1y4OELcebzw3Likn5YU3XNwT9arx4skdMHEivfZhBxYLdIefP+1Ua3/+47dO6+V9D5J2yV9WElSfcKORyejycphGRPLmraRvKxpG2OcrGJjjJMxzlg5GeON7Tw28rLGGWN88rwkY/z6tWunNm3+ifutNd5GVsZa2cgk99YYa62MNWaDXTN1zZb3NKMoMjYyxhprrLXGWmOttSay1lpr7Jhfc+pXt/z6U9ZYW7GRHY/Gx8ZMFI1FY5WKjaKKqYyNR5XxcTs+Ya2tWGOjKEnN1yo5sC77w8B7r9l45vm/vPNLL0u6IvW/xmpQ4MtaAQAAFEjaPvsVSX8saULSxyW9Iem/lPzSe2zcjp3aOHnxaxUTtSMbxdYYF5moHRnrIhu5ioniyFpnjXWRsa5iIxeZyEfW+MhErmIjH5nIV6z1kYm8NdY/9+KPnZL8xFtjZBZu1sgaY4yRjDEmjt1MpRId1LlfrG3n6+57e+3mbTNrKhMXSbJGptLZ96MiKTIyFSWbky701JXOFVVekXR1Z95+K6FPvTlzcu+xmROl24ujS2H/k5CQA6vFTUp2aZ5XciDuvs0uevwuSQ9LUqNaf0TSIzt27/yqpE2Svr73see+rE0TL16y6fJLsyrusss333/pOza+r9+4qzZd1txyyaXb+43bML5h+r2brx5kM9CgK6sYY2QUvWffK8/+5ACfsSqYjPdJAQAAKKmmpI8q6am7e+3ZHl8bSeu3bty2sHLh85L09NS+tZL+TNK2qzZt+fRVm/6wb1+cxnd+bs/0nGuvCRh6XNKGfoPWja153Rqb9neBqRRjL7735b0LwUlZFXbrizL/paNEGtX6XSmGH+jx/iM7du98v5Jvxk9LyizgkCTvfFCSGfuw01Bi7wY5aMwqxaqM2x++65EybjjahZADAACgj60btx2UdPAC57j16al9uyStk/RXmRTWJbLRvMJCjqBVKd77+QHWIQRfndF55x9vlXPD0S6FXclR2PQFyFqjWvd7H3tuTEnIkSnnAsMLFxZeuMFCjpeV4nv6luZ/XzTAZ6wehT3sAgAAlM/Wjdvakm5QwJ4YaVVsFHpKTVjIIR+0QekiwVcJeaz1/KMl3nB0QWGzhMIWBgzJBknfk/S8pFNZTep82EqOtoujkHFeA4UcR0MHPn742RdOzLw1yOkwq4cn5gAAAFhhU5L2SXopy0kjY0NDiaCQw/nwVRldLgsd+L8H9www/apT2FXTnK6CkdKqNV+X9BFJ2lzb/qCk38hiXud8UHgRexc0bsCVHMG7RP/Dvbe9KulnB/gMAAAAoKetG7ftkrTr6al9OyTdndW8Y7YS2ucGXkLWpV3JcUrJFVP6enPm5Osn507/csr5V6M0VzJcUazkwCi7KquJXOBpKLELCzm8DwtNFlkbMuj03PT03kNPXzPA/KuKT3fCCqs+AAAAspNZny1JlfCQI2ic86lPV3k5dOC3fvTgcxqN3jI05FjxvwtCDoykzbXtGyRdktV8KVZyBK2e8hoo5AhKl3ftuXOfpPUDzA8AAACE+JksJ6vYKDSUCDoNxXufdhXC8aAP987tP3rw51POvVoVNksobGHAkF2Z5WTe+8ANRcPCCxd4WkuXM5IuDxlY33vnxSnnXpVSXkKWYyEAAEB2Mu21KzYK3UMjaFzsXdo9OYJCkSdbBx7z8plexbEEVrzPprHHqMp0P4oUp6uMhYzz8mn3y+m3hO6YpL++78DeHcenT/1SyrlXpQFP+QEAAMCFy7TXzjrkcOlDjn7/SXi3pA/d9eIDB1LOu5oNcoWaFcHGoxhVvVY9tDu3+c593PVc3PXYdb4+ez99ZvbY9Knph73zznnvvfPOx85775MnnPcudjrhp+bWn4gOx3GsOHaK41jt5N4kX8emPR+biYmJM4+++sqR2DsTe2ecd8Z5b72ccd5Z57113hvvnV0zNvnSrR/47Ge76okX1RtLak1Ga6c/esff/u4Q/04LxflUQRGBLwAAQHbO9tree3l5H3s3Hzs377yLk6/jduxdHPu43XYujl0cJ4+di10ct10ct30cxy72c/H8USUrl52S1bpe51ZXLDyWpGlJ319Ui1l0b588un9q3fjEQ8lqbG+8vPFe1ssbqXOfPLaXrv2pf3n3+i1Pdj5jca8dSzqzdeO2NyRpuj17c3Z/hYUXuk/KivfZhBwYVbOSTiv5HhhT8s1X6dwm0042Mzv37H233x+0wVJTe/uOWbdx3aH3v3P7FSHznW5PPzUZrX0kZKykdwSOW/28llrJcZukSMkPqnEl/+aFTaIBAABWm5vu/+Kbki5S0mdXlAQM453bIPZJ2pZNddKZ9pk91rpfCxl7+PSr/7djy4cPBU49Or1271N49kjar6TPtpImJD25kkVJhBwYXfOS1mU4X6bfSy4OO62lI82Bo7CXelohrlGt35h3EQAAACU3LmlNhvOlPb1kWSk2Hj0h6ZUUU49Sr91r/7v/aVTr/7TilSxCyIFRNZvpbMakCSX6ShlypDn3byZtLavcYZ07ABtJcznWAgAAMCqy7bUzDg+c96Eb1L9w49WfSLOZ/Sj12meUBECmc3OSTuZaUQchB0ZV6DlkYYzyDDn2pxg7Mr/kx86dblTrW/OuAwAAYARl22tnvJLDKXglR5o+WxqhXlvSZxrV+n15F9ELm+1hVGV9AMor5JiW9EKKqTP9AVFwHN8AAADykXWvnWY1RV/Ou9D5nkg5Nb12ARS2MGDIsj7wDrqJUk8udqHzPduo1tMcTLNO1QEAAIDFsu61sz5dJXRo2pUc9NoFQMiBUVXolRzeBV/+lAMvAAAAiqbQKzliF7ySg157FSLkwKjK+gA0kfF88t6H1PhUymlH6TxBAAAA5KPQv+wHruQ4rmQT+zTotQuAkAOjKtMDrzEmUsYJs8IOks8MYc6yyPrfAwAAAGGyDjmy3pMjZNgzKa+sItFrFwJXV8GoSntZK6/kYN1edH/uZsy0vLed19pKNh5qL7r1e+7s167tpqOxaOFz5877vOT2g5R/jlE68AIAACAfaXvthd461tt73YXn31Cygrln37zE4+7n4q7529Pt+TckPaRzPfZcZ1z3/Y9S/6nptQuBkAOj6glJ16pXWNHjuVatWZadkgu9dBAAAAClcL2kdVq+zz77daNaL+yqgJTotQuAkAMjqVVrnpb0aN515OBM3gWsoLL8sAQAAFhVGtX683nXkBN67QJgTw5gtLymJDUHAAAAkK1DeRcAQg5gpLRqzXmN5goWAAAAYNj25F0ACDmAUfSNvAtYIYVdQgcAAIBSulfS6byLWCGF7bUJOYDR82WNxvmCM3kXAAAAgNHRqNZPS9qVdx0rpLC9NiEHMGJateYRSTfnXccKeDbvAgAAADByPidpKu8iVkBhe21CDmA0/bOk/XkXMWRl//MBAACgYBrV+hFJf553HUP2WqNaL2yQQ8gBjKBWrTknaacKfC5dBgg5AAAAkIevKNmfo6wK3WcTcgAjqlVr/lDSF/KuY4gKffAFAABAOTWqdS/pepV3H7xC99mEHMBo+4ykl/IuItBznVuIY5JaQ6wFAAAAWFKjWn9J0t/kXUegWUn3pBhPyAGgmFq15mlJN+ZdR4DvS/oFSZ8PHL+/VWuW+VQcAAAAFN8tkh7Ou4g+vKTfkVSVdDjwPYQcAIqrVWt+R9LX8q5jGddJ+mAntPiapNcD3lPoAy8AAADKr1Gtx0pOW2nnXcsSvirp8ka1/kCjWp+T9G+B73tmiDVdMEIOAJL0KUlH8y5iCS90NkpVq9acVdjB98BwSwIAAAD6a1TrTyi5smERTTWq9Ve7Ht8m6WSf9xxpVOvHh1jTBSPkAKBWrXlU0ifzrmMJ71r0+FZJM33eEw+pFgAAACCtv5f0fN5F9PC2PrtRrZ+QVO/znsL32YQcABbcIembeRfRw3XdD1q15nFJj/R5D/txAAAAoBAa1fqMpI/lXUcP1/V4rt+lbwvfZxNyAJAkdfa8+FNJb+VdyyKTPZ77xz7vmR9GIQAAAMAgGtX6A0pWJBdJrz7725KeWOY9he+zCTkAnNWqNQ9JuinvOgLco+VXcxQ+YQYAAMDIuUnhVzDJRaNa90pOr1lK4ftsQg4Ai31J0oN5F9HFLH6is+rk75Z5TzS8cgAAAID0OntefDzvOrqc12d3fEPS40u8Vvg+m5ADwNu0ak0n6QYVfClaq9b8tqSvLPHyUgdsAAAAIDeNav1uSV/Pu47lNKp1J+mPJE33eLnwfTYhB4DztGrNZyR9Lu86Atwo6T97PM+xDQAAAEX1SUmFvgxro1p/XNIHJR1Z9FLh++zCFwggNzdLejrvIpbTqjXnlAQdn5DU7nppIp+KAAAAgOU1qvXXJX0q7zr6aVTrTUnXSnqs6+nC99mEHAB66gQIH1P+mwstey3uVq3pW7Xmf0j6LUk/7jx90dCrAgAAAAZ3u6Tv5lzDsn22JDWq9UOSflPnVk+v27F7Z6FPWSHkALCkVq35Q0lfzLmMAyGDWrXmQ5KukXSXpF8ZakUAAADABehcxeRPJM3kWEZQn92o1qcb1foNkj4iaU7SLw61qgtEyAGgn7+QdIWkd0t6r6TrJX1vBT//B6EDW7XmMUm/J+m7m2vbrxxeSQAAAMCFaVTrL0jaoqTXvlLShyR9QSu3X0dwny1JjWr9DiWnr/z2cMrJhvE+75XoAFajzbXt10j6AyWrJ9ZLqnS9bJXskeGU7MDcfbM6tyvz4te6b1KyhO66Vq351gD1XSap1ao1230HAwAAAAWxY/fOiyX9vqQPSHqnkn0wuvtnKem1vc7vs23XOKPefbdV0qfvalTrtwxQ3zpJk41q/Vja964EQg4AAAAAAFAKnK4CAAAAAABKgZADAAAAAACUAiEHAAAAAAAoBUIOAAAAAABQCoQcAAAAAACgFAg5AAAAAABAKRByAAAAAACAUiDkAAAAAAAApUDIAQAAAAAASoGQAwAAAAAAlAIhBwAAAAAAKAVCDgAAAAAAUAqEHAAAAAAAoBQIOQAAAAAAQCkQcgAAAAAAgFIg5AAAAAAAAKVAyAEAAAAAAEqBkAMAAAAAAJQCIQcAAAAAACgFQg4AAAAAAFAKhBwAAAAAAKAUCDkAAAAAAEApEHIAAAAAAIBSIOQAAAAAAAClQMgBAAAAAABKgZADAAAAAACUAiEHAAAAAAAoBUIOAAAAAABQCoQcAAAAAACgFAg5AAAAAABAKRByAAAAAACAUiDkAAAAAAAApUDIAQAAAAAASoGQAwAAAAAAlAIhBwAAAAAAKAVCDgAAAAAAUAqEHAAAAAAAxPoeXwAAABFJREFUoBQIOQAAAAAAQCn8P4QSLTRTGpIUAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 864x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 301,
       "width": 540
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(1,2, figsize=(12,5))\n",
    "\n",
    "chicago.gdf[chicago.gdf.year==2013].dropna(subset=['B00001_001E']).plot(column='B00001_001E', cmap='Greens', scheme='quantiles', k=6, ax=axs[0])\n",
    "axs[0].axis('off')\n",
    "axs[0].set_title('2013')\n",
    "chicago.gdf[chicago.gdf.year==2017].dropna(subset=['B00001_001E']).plot(column='B00001_001E', cmap='Greens', scheme='quantiles', k=6, ax=axs[1])\n",
    "axs[1].axis('off')\n",
    "axs[1].set_title('2017')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:geosnap]",
   "language": "python",
   "name": "conda-env-geosnap-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "toc-autonumbering": false,
  "toc-showcode": false,
  "toc-showmarkdowntxt": true
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
